{"page":1,"limit":100,"total":3504,"total_catalog":69076,"catalog_meta":{"core_certified":59946,"community_indexed":9130,"aggregate_tracked":64349,"total_all":133425,"tiers_doc":"core = evidence-gated (adoption/verification/age) | community = indexed with weak signal, trust<=55 | aggregate = tracking-only inventory (see /api/community)"},"total_pages":36,"has_next":true,"has_prev":false,"sources":{"github":12148,"npm-registry":24788,"pypi":14311,"smithery":6195,"official-registry":9076,"crates":1933,"docker":625},"skills":[{"id":"mn-gen-00324","name":"AgentChat","slug":"real-agentchat","description":"AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、Skill、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI 构建","category":"Data","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/Shy2593666979/AgentChat","author":"Shy2593666979","version":"1.0.0","tags":["mcp","real","python","shy2593666979","agent"],"source":{"type":"github","url":"https://github.com/Shy2593666979/AgentChat","note":"Real MCP server. 794 stars. Language: Python. Last push: 2026-04-15T00:18:16Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-agentchat.svg","page_url":"https://www.marketnow.site/s/real-agentchat"},{"id":"mn-gen-00880","name":"apple-docs-mcp","slug":"real-apple-docs-mcp","description":"MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants","category":"Search","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/kimsungwhee/apple-docs-mcp","author":"kimsungwhee","version":"1.0.0","tags":["mcp","real","typescript","kimsungwhee","ai-assistant"],"source":{"type":"github","url":"https://github.com/kimsungwhee/apple-docs-mcp","note":"Real MCP server. 1339 stars. Language: TypeScript. Last push: 2026-03-17T02:39:50Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-apple-docs-mcp.svg","page_url":"https://www.marketnow.site/s/real-apple-docs-mcp"},{"id":"mn-gen-02586","name":"codewiki-mcp","slug":"real-codewiki-mcp","description":"MCP server for codewiki.google — search, fetch docs, and ask questions about any open-source repo","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y codewiki-mcp","author":"izzzzzi","version":"1.0.0","tags":["mcp","real","typescript","izzzzzi","ai"],"source":{"type":"github","url":"https://github.com/izzzzzi/codewiki-mcp","note":"Real MCP server. 11 stars. Language: TypeScript. Last push: 2026-06-22T14:45:31Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-codewiki-mcp.svg","page_url":"https://www.marketnow.site/s/real-codewiki-mcp"},{"id":"mn-gen-02854","name":"alcove","slug":"real-alcove","description":"Alcove is an MCP server that gives AI coding agents on-demand access to your private project docs — BM25 + vector hybrid search for precision retrieval, tree-sitter code indexing so agents understand ","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install alcove","author":"epicsagas","version":"1.0.0","tags":["mcp","real","rust","epicsagas","ai-agent"],"source":{"type":"github","url":"https://github.com/epicsagas/alcove","note":"Real MCP server. 14 stars. Language: Rust. Last push: 2026-07-05T16:37:11Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-alcove.svg","page_url":"https://www.marketnow.site/s/real-alcove"},{"id":"mn-dat-03093","name":"datadog-mcp-server","slug":"real-datadog-mcp-server","description":"Datadog MCP server — 159 tools for metrics, monitors, logs, APM, RUM, synthetics, incidents, fleet, status pages, and more. Read-only by default.","category":"Monitoring","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y datadog-mcp-server","author":"us-all","version":"1.0.0","tags":["mcp","real","typescript","us-all","apm"],"source":{"type":"github","url":"https://github.com/us-all/datadog-mcp-server","note":"Real MCP server. 2 stars. Language: TypeScript. Last push: 2026-06-19T03:48:48Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-datadog-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-datadog-mcp-server"},{"id":"mn-gen-03309","name":"dexpaprika-mcp","slug":"real-dexpaprika-mcp","description":"DexPaprika MCP server for real-time crypto token data, DEX trading activity, and DeFi analytics across multiple blockchains.","category":"Finance","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y dexpaprika-mcp","author":"coinpaprika","version":"1.0.0","tags":["mcp","real","javascript","coinpaprika","claude-integration"],"source":{"type":"github","url":"https://github.com/coinpaprika/dexpaprika-mcp","note":"Real MCP server. 40 stars. Language: JavaScript. Last push: 2026-07-02T14:23:38Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-dexpaprika-mcp.svg","page_url":"https://www.marketnow.site/s/real-dexpaprika-mcp"},{"id":"mn-gen-03317","name":"mcp-dotnet-diagnostics","slug":"real-mcp-dotnet-diagnostics","description":"MCP server for .NET runtime diagnostics — memory, GC, threads, and more","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/aayushmdesai/mcp-dotnet-diagnostics","author":"aayushmdesai","version":"1.0.0","tags":["mcp","real","c#","aayushmdesai","ai"],"source":{"type":"github","url":"https://github.com/aayushmdesai/mcp-dotnet-diagnostics","note":"Real MCP server. 1 stars. Language: C#. Last push: 2026-06-09T19:04:37Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-dotnet-diagnostics.svg","page_url":"https://www.marketnow.site/s/real-mcp-dotnet-diagnostics"},{"id":"mn-gen-03331","name":"dicom-mcp","slug":"real-dicom-mcp","description":"Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.)","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install dicom-mcp || uvx dicom-mcp","author":"ChristianHinge","version":"1.0.0","tags":["mcp","real","python","christianhinge"],"source":{"type":"github","url":"https://github.com/ChristianHinge/dicom-mcp","note":"Real MCP server. 100 stars. Language: Python. Last push: 2026-06-12T14:22:29Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-dicom-mcp.svg","page_url":"https://www.marketnow.site/s/real-dicom-mcp"},{"id":"mn-gen-04116","name":"flowbite-mcp","slug":"real-flowbite-mcp","description":"Convert Figma design to code with the official Flowbite MCP server","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y flowbite-mcp","author":"themesberg","version":"1.0.0","tags":["mcp","real","javascript","themesberg","css-mcp"],"source":{"type":"github","url":"https://github.com/themesberg/flowbite-mcp","note":"Real MCP server. 38 stars. Language: JavaScript. Last push: 2026-01-04T17:45:37Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":66,"badge_url":"https://www.marketnow.site/api/badge/real-flowbite-mcp.svg","page_url":"https://www.marketnow.site/s/real-flowbite-mcp"},{"id":"mn-dat-04195","name":"france-data-mcp","slug":"real-france-data-mcp","description":"MCP TypeScript qui croise et réconcilie 13 référentiels publics français (santé, démographie, entreprises, géo, immobilier) — détecte les SIRET fermés invisibles côté DREES, évalue le potentiel immobi","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y france-data-mcp","author":"cturkieh","version":"1.0.0","tags":["mcp","real","typescript","cturkieh","ameli"],"source":{"type":"github","url":"https://github.com/cturkieh/france-data-mcp","note":"Real MCP server. 3 stars. Language: TypeScript. Last push: 2026-07-05T14:58:12Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-france-data-mcp.svg","page_url":"https://www.marketnow.site/s/real-france-data-mcp"},{"id":"mn-ai-04523","name":"google_workspace_mcp","slug":"real-google-workspace-mcp","description":"Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install google_workspace_mcp || uvx google_workspace_mcp","author":"taylorwilsdon","version":"1.0.0","tags":["mcp","real","python","taylorwilsdon","ai"],"source":{"type":"github","url":"https://github.com/taylorwilsdon/google_workspace_mcp","note":"Real MCP server. 2792 stars. Language: Python. Last push: 2026-06-22T00:45:14Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-google-workspace-mcp.svg","page_url":"https://www.marketnow.site/s/real-google-workspace-mcp"},{"id":"mn-gen-04535","name":"docs-mcp-server","slug":"real-docs-mcp-server","description":"Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/arabold/docs-mcp-server","author":"arabold","version":"1.0.0","tags":["mcp","real","typescript","arabold","agentic-ai"],"source":{"type":"github","url":"https://github.com/arabold/docs-mcp-server","note":"Real MCP server. 1513 stars. Language: TypeScript. Last push: 2026-06-08T14:11:47Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-docs-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-docs-mcp-server"},{"id":"mn-gen-04570","name":"godot-forge","slug":"real-godot-forge","description":"The MCP server for Godot 4 — test runner, API docs, script analysis, and more.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y godot-forge","author":"gregario","version":"1.0.0","tags":["mcp","real","typescript","gregario"],"source":{"type":"github","url":"https://github.com/gregario/godot-forge","note":"Real MCP server. 8 stars. Language: TypeScript. Last push: 2026-04-26T12:49:02Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-godot-forge.svg","page_url":"https://www.marketnow.site/s/real-godot-forge"},{"id":"mn-gen-04788","name":"gws-mcp-server","slug":"real-gws-mcp-server","description":"Curated MCP server for Google Workspace: Gmail, Calendar, Drive, Sheets, Docs, and Tasks via the official gws CLI. 41 focused tools instead of 400.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y gws-mcp-server","author":"conorbronsdon","version":"1.0.0","tags":["mcp","real","typescript","conorbronsdon","ai-agents"],"source":{"type":"github","url":"https://github.com/conorbronsdon/gws-mcp-server","note":"Real MCP server. 5 stars. Language: TypeScript. Last push: 2026-06-12T08:24:30Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-gws-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-gws-mcp-server"},{"id":"mn-gen-05196","name":"mcp-broker","slug":"real-mcp-broker","description":"Local MCP broker that exposes one compact MCP entry for MCP clients while routing to many configured upstream servers.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-broker || uvx mcp-broker","author":"doricstack","version":"1.0.0","tags":["mcp","real","python","doricstack","ai-tools"],"source":{"type":"github","url":"https://github.com/doricstack/mcp-broker","note":"Real MCP server. 3 stars. Language: Python. Last push: 2026-07-04T07:41:17Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-broker.svg","page_url":"https://www.marketnow.site/s/real-mcp-broker"},{"id":"mn-gen-05621","name":"mcp-language-server","slug":"real-mcp-language-server","description":"mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/isaacphi/mcp-language-server","author":"isaacphi","version":"1.0.0","tags":["mcp","real","go","isaacphi","ai"],"source":{"type":"github","url":"https://github.com/isaacphi/mcp-language-server","note":"Real MCP server. 1564 stars. Language: Go. Last push: 2026-03-01T23:27:09Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":81,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-language-server.svg","page_url":"https://www.marketnow.site/s/real-mcp-language-server"},{"id":"mn-gen-07099","name":"mcp-monitor","slug":"real-mcp-monitor","description":"A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.","category":"Monitoring","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/seekrays/mcp-monitor","author":"seekrays","version":"1.0.0","tags":["mcp","real","go","seekrays","computer"],"source":{"type":"github","url":"https://github.com/seekrays/mcp-monitor","note":"Real MCP server. 85 stars. Language: Go. Last push: 2025-08-02T15:13:23Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-monitor.svg","page_url":"https://www.marketnow.site/s/real-mcp-monitor"},{"id":"mn-net-07216","name":"mcp-openapi-schema-explorer","slug":"real-mcp-openapi-schema-explorer","description":"MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resource Templates for client-side exploration.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-openapi-schema-explorer","author":"kadykov","version":"1.0.0","tags":["mcp","real","typescript","kadykov","api-specification"],"source":{"type":"github","url":"https://github.com/kadykov/mcp-openapi-schema-explorer","note":"Real MCP server. 75 stars. Language: TypeScript. Last push: 2026-07-06T02:56:14Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-openapi-schema-explorer.svg","page_url":"https://www.marketnow.site/s/real-mcp-openapi-schema-explorer"},{"id":"mn-gen-07338","name":"ProxmoxMCP-Plus","slug":"real-proxmoxmcp-plus","description":"Use MCP and OpenAPI to safely control Proxmox VE VMs, LXCs, backups, and snapshots from LLMs and AI agents.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/RekklesNA/ProxmoxMCP-Plus","author":"RekklesNA","version":"1.0.0","tags":["mcp","real","python","rekklesna","ai-agent"],"source":{"type":"github","url":"https://github.com/RekklesNA/ProxmoxMCP-Plus","note":"Real MCP server. 289 stars. Language: Python. Last push: 2026-06-07T03:28:24Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-proxmoxmcp-plus.svg","page_url":"https://www.marketnow.site/s/real-proxmoxmcp-plus"},{"id":"mn-gen-07454","name":"rust-docs-mcp-server","slug":"real-rust-docs-mcp-server","description":"🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install rust-docs-mcp-server","author":"Govcraft","version":"1.0.0","tags":["mcp","real","rust","govcraft","ai"],"source":{"type":"github","url":"https://github.com/Govcraft/rust-docs-mcp-server","note":"Real MCP server. 285 stars. Language: Rust. Last push: 2025-11-24T19:44:06Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":71,"badge_url":"https://www.marketnow.site/api/badge/real-rust-docs-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-rust-docs-mcp-server"},{"id":"mn-res-07667","name":"google-analytics-mcp","slug":"real-google-analytics-mcp","description":"Google Analytics 4 data to AI agents, agentic workflows, and MCP clients. Give agents analysis-ready access to website traffic, user behavior, and performance data with schema discovery, server-side a","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install google-analytics-mcp || uvx google-analytics-mcp","author":"surendranb","version":"1.0.0","tags":["mcp","real","python","surendranb","ai-agent"],"source":{"type":"github","url":"https://github.com/surendranb/google-analytics-mcp","note":"Real MCP server. 224 stars. Language: Python. Last push: 2026-07-04T16:17:09Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-google-analytics-mcp.svg","page_url":"https://www.marketnow.site/s/real-google-analytics-mcp"},{"id":"mn-gen-07705","name":"langfuse","slug":"real-langfuse","description":"🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 ","category":"Monitoring","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y langfuse","author":"langfuse","version":"1.0.0","tags":["mcp","real","typescript","langfuse","analytics"],"source":{"type":"github","url":"https://github.com/langfuse/langfuse","note":"Real MCP server. 30485 stars. Language: TypeScript. Last push: 2026-07-05T18:14:43Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":90,"badge_url":"https://www.marketnow.site/api/badge/real-langfuse.svg","page_url":"https://www.marketnow.site/s/real-langfuse"},{"id":"mn-gen-09659","name":"npm-package-docs-mcp","slug":"real-npm-package-docs-mcp","description":"A Model Context Protocol (MCP) tool that provides up-to-date documentation for npm packages directly in your IDE. This tool fetches the latest README documentation from either the package's GitHub rep","category":"Version Control","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/meanands/npm-package-docs-mcp","author":"meanands","version":"1.0.0","tags":["mcp","real","typescript","meanands"],"source":{"type":"github","url":"https://github.com/meanands/npm-package-docs-mcp","note":"Real MCP server. 12 stars. Language: TypeScript. Last push: 2025-08-16T02:49:45Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-npm-package-docs-mcp.svg","page_url":"https://www.marketnow.site/s/real-npm-package-docs-mcp"},{"id":"mn-dat-10009","name":"OpenMetadata","slug":"real-openmetadata","description":"The Open Context Layer for Data and AI ,  OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.","category":"Monitoring","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/open-metadata/OpenMetadata","author":"open-metadata","version":"1.0.0","tags":["mcp","real","typescript","open-metadata","context"],"source":{"type":"github","url":"https://github.com/open-metadata/OpenMetadata","note":"Real MCP server. 14396 stars. Language: TypeScript. Last push: 2026-07-06T03:12:44Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":90,"badge_url":"https://www.marketnow.site/api/badge/real-openmetadata.svg","page_url":"https://www.marketnow.site/s/real-openmetadata"},{"id":"mn-gen-10051","name":"opik-mcp","slug":"real-opik-mcp","description":"Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics. ","category":"Monitoring","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install opik-mcp || uvx opik-mcp","author":"comet-ml","version":"1.0.0","tags":["mcp","real","python","comet-ml","generative-ai"],"source":{"type":"github","url":"https://github.com/comet-ml/opik-mcp","note":"Real MCP server. 211 stars. Language: Python. Last push: 2026-06-25T10:48:04Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-opik-mcp.svg","page_url":"https://www.marketnow.site/s/real-opik-mcp"},{"id":"mn-gen-11475","name":"scholar-feed-mcp","slug":"real-scholar-feed-mcp","description":"MCP server for searching 600,000+ CS/AI research papers with citation graphs, full text, embeddings, and BibTeX. Works with Claude Code, Cursor, and any MCP client. No signup required.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y scholar-feed-mcp","author":"YGao2005","version":"1.0.0","tags":["mcp","real","typescript","ygao2005","ai"],"source":{"type":"github","url":"https://github.com/YGao2005/scholar-feed-mcp","note":"Real MCP server. 10 stars. Language: TypeScript. Last push: 2026-06-30T10:06:09Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-scholar-feed-mcp.svg","page_url":"https://www.marketnow.site/s/real-scholar-feed-mcp"},{"id":"mn-blo-11533","name":"search-console-mcp","slug":"real-search-console-mcp","description":"Search & analytics data as infrastructure — MCP server for Google Search Console, Bing Webmaster Tools, and GA4, designed for AI agents and automation.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y search-console-mcp","author":"saurabhsharma2u","version":"1.0.0","tags":["mcp","real","typescript","saurabhsharma2u","bing-webmaster"],"source":{"type":"github","url":"https://github.com/saurabhsharma2u/search-console-mcp","note":"Real MCP server. 199 stars. Language: TypeScript. Last push: 2026-06-07T17:12:19Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-search-console-mcp.svg","page_url":"https://www.marketnow.site/s/real-search-console-mcp"},{"id":"mn-gen-11621","name":"DocSentinel","slug":"real-docsentinel","description":"MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations. ","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/arthurpanhku/DocSentinel","author":"arthurpanhku","version":"1.0.0","tags":["mcp","real","python","arthurpanhku","ai-agent"],"source":{"type":"github","url":"https://github.com/arthurpanhku/DocSentinel","note":"Real MCP server. 91 stars. Language: Python. Last push: 2026-07-04T07:28:57Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-docsentinel.svg","page_url":"https://www.marketnow.site/s/real-docsentinel"},{"id":"mn-gen-12294","name":"SunoMCP","slug":"real-sunomcp","description":"MCP server for Suno AI music generation, lyrics, and cover workflows via Ace Data Cloud.","category":"Cloud Platforms","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/AceDataCloud/SunoMCP","author":"AceDataCloud","version":"1.0.0","tags":["mcp","real","python","acedatacloud","ai-music"],"source":{"type":"github","url":"https://github.com/AceDataCloud/SunoMCP","note":"Real MCP server. 30 stars. Language: Python. Last push: 2026-07-05T03:12:54Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-sunomcp.svg","page_url":"https://www.marketnow.site/s/real-sunomcp"},{"id":"mn-gen-12773","name":"trackmage-mcp-server","slug":"real-trackmage-mcp-server","description":"Model Context Protocol (MCP) server for TrackMage API integration, with support for 1600+ carriers worldwide. Enables AI assistants to track shipments, manage logistics, create orders, and monitor pac","category":"Security","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/trackmage/trackmage-mcp-server","author":"trackmage","version":"1.0.0","tags":["mcp","real","javascript","trackmage","mcp"],"source":{"type":"github","url":"https://github.com/trackmage/trackmage-mcp-server","note":"Real MCP server. 2 stars. Language: JavaScript. Last push: 2025-06-09T13:56:11Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":58,"badge_url":"https://www.marketnow.site/api/badge/real-trackmage-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-trackmage-mcp-server"},{"id":"mn-gen-12786","name":"hyperliquid-info-mcp","slug":"real-hyperliquid-info-mcp","description":"An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/kukapay/hyperliquid-info-mcp","author":"kukapay","version":"1.0.0","tags":["mcp","real","python","kukapay"],"source":{"type":"github","url":"https://github.com/kukapay/hyperliquid-info-mcp","note":"Real MCP server. 29 stars. Language: Python. Last push: 2025-05-31T08:00:16Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-hyperliquid-info-mcp.svg","page_url":"https://www.marketnow.site/s/real-hyperliquid-info-mcp"},{"id":"mn-net-12890","name":"twitterapi-io-mcp","slug":"real-twitterapi-io-mcp","description":"TwitterAPI.io MCP server: offline docs (endpoints, pages, blogs) for Claude and other AI assistants.","category":"Monitoring","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y twitterapi-io-mcp","author":"dorukardahan","version":"1.0.0","tags":["mcp","real","javascript","dorukardahan","api-reference"],"source":{"type":"github","url":"https://github.com/dorukardahan/twitterapi-io-mcp","note":"Real MCP server. 8 stars. Language: JavaScript. Last push: 2026-06-28T17:59:25Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-twitterapi-io-mcp.svg","page_url":"https://www.marketnow.site/s/real-twitterapi-io-mcp"},{"id":"mn-gen-13255","name":"mcp-golang","slug":"real-mcp-golang","description":"Write Model Context Protocol servers in few lines of go code. Docs at https://mcpgolang.com . Created by https://metoro.io","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/metoro-io/mcp-golang","author":"metoro-io","version":"1.0.0","tags":["mcp","real","go","metoro-io"],"source":{"type":"github","url":"https://github.com/metoro-io/mcp-golang","note":"Real MCP server. 1223 stars. Language: Go. Last push: 2026-02-25T20:58:05Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":81,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-golang.svg","page_url":"https://www.marketnow.site/s/real-mcp-golang"},{"id":"mn-res-13338","name":"web-search-plus-mcp","slug":"real-web-search-plus-mcp","description":"MCP server for multi-provider web search and extraction: 13 search providers, 6 extract providers, routing diagnostics, research mode.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install web-search-plus-mcp || uvx web-search-plus-mcp","author":"robbyczgw-cla","version":"1.0.0","tags":["mcp","real","python","robbyczgw-cla"],"source":{"type":"github","url":"https://github.com/robbyczgw-cla/web-search-plus-mcp","note":"Real MCP server. 1 stars. Language: Python. Last push: 2026-07-03T20:36:15Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-web-search-plus-mcp.svg","page_url":"https://www.marketnow.site/s/real-web-search-plus-mcp"},{"id":"mn-data-004","name":"data-aggregator-mcp","slug":"real-data-aggregator-mcp","description":"Unified research-data acquisition MCP — search & fetch datasets across Zenodo, DataCite, NCBI omics (GEO/SRA/BioProject), and literature (PubMed/OpenAIRE) behind one normalized model.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install data-aggregator-mcp || uvx data-aggregator-mcp","author":"musharna","version":"1.0.0","tags":["mcp","real","python","musharna","bioinformatics"],"source":{"type":"github","url":"https://github.com/musharna/data-aggregator-mcp","note":"Real MCP server. 2 stars. Language: Python. Last push: 2026-07-05T10:12:59Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-data-aggregator-mcp.svg","page_url":"https://www.marketnow.site/s/real-data-aggregator-mcp"},{"id":"mn-awmcp-tensorfeed","name":"tensorfeed","slug":"awmcp-tensorfeed","description":"MCP server from RipperMercs/tensorfeed. Imported from awesome-mcp-servers community list.","category":"Developer Tools","price":0,"free":true,"sentinel_score":5,"review_status":"auto-scanned","risk_level":"red","install":"npx -y tensorfeed","author":"RipperMercs","version":"1.0.0","tags":["mcp","awesome-mcp","community"],"source":{"type":"github","url":"https://github.com/RipperMercs/tensorfeed","note":"Imported from awesome-mcp-servers. Repo: RipperMercs/tensorfeed."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/awmcp-tensorfeed.svg","page_url":"https://www.marketnow.site/s/awmcp-tensorfeed"},{"id":"mn-awmcp-openmcp","name":"open-mcp","slug":"awmcp-open-mcp","description":"MCP server from wegotdocs/open-mcp. Imported from awesome-mcp-servers community list.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y open-mcp","author":"wegotdocs","version":"1.0.0","tags":["mcp","awesome-mcp","community"],"source":{"type":"github","url":"https://github.com/wegotdocs/open-mcp","note":"Imported from awesome-mcp-servers. Repo: wegotdocs/open-mcp."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":48,"badge_url":"https://www.marketnow.site/api/badge/awmcp-open-mcp.svg","page_url":"https://www.marketnow.site/s/awmcp-open-mcp"},{"id":"mn-awmcp-discogsmcpserver","name":"discogs-mcp-server","slug":"awmcp-discogs-mcp-server","description":"MCP server from cswkim/discogs-mcp-server. Imported from awesome-mcp-servers community list.","category":"Developer Tools","price":0,"free":true,"sentinel_score":4,"review_status":"auto-scanned","risk_level":"red","install":"npx -y discogs-mcp-server","author":"cswkim","version":"1.0.0","tags":["mcp","awesome-mcp","community"],"source":{"type":"github","url":"https://github.com/cswkim/discogs-mcp-server","note":"Imported from awesome-mcp-servers. Repo: cswkim/discogs-mcp-server."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/awmcp-discogs-mcp-server.svg","page_url":"https://www.marketnow.site/s/awmcp-discogs-mcp-server"},{"id":"mn-awmcp-aestheticswikimcp","name":"aesthetics-wiki-mcp","slug":"awmcp-aesthetics-wiki-mcp","description":"MCP server from leonardoca1/aesthetics-wiki-mcp. Imported from awesome-mcp-servers community list.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/leonardoca1/aesthetics-wiki-mcp","author":"leonardoca1","version":"1.0.0","tags":["mcp","awesome-mcp","community"],"source":{"type":"github","url":"https://github.com/leonardoca1/aesthetics-wiki-mcp","note":"Imported from awesome-mcp-servers. Repo: leonardoca1/aesthetics-wiki-mcp."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":48,"badge_url":"https://www.marketnow.site/api/badge/awmcp-aesthetics-wiki-mcp.svg","page_url":"https://www.marketnow.site/s/awmcp-aesthetics-wiki-mcp"},{"id":"mn-awmcp-fulcracontextmcp","name":"fulcra-context-mcp","slug":"awmcp-fulcra-context-mcp","description":"MCP server from fulcradynamics/fulcra-context-mcp. Imported from awesome-mcp-servers community list.","category":"Developer Tools","price":0,"free":true,"sentinel_score":6,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/fulcradynamics/fulcra-context-mcp","author":"fulcradynamics","version":"1.0.0","tags":["mcp","awesome-mcp","community"],"source":{"type":"github","url":"https://github.com/fulcradynamics/fulcra-context-mcp","note":"Imported from awesome-mcp-servers. Repo: fulcradynamics/fulcra-context-mcp."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":48,"badge_url":"https://www.marketnow.site/api/badge/awmcp-fulcra-context-mcp.svg","page_url":"https://www.marketnow.site/s/awmcp-fulcra-context-mcp"},{"id":"mn-awmcp-genomicagentdiscover","name":"Genomic-Agent-Discovery","slug":"awmcp-genomic-agent-discovery","description":"MCP server from HelixGenomics/Genomic-Agent-Discovery. Imported from awesome-mcp-servers community list.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/HelixGenomics/Genomic-Agent-Discovery","author":"HelixGenomics","version":"1.0.0","tags":["mcp","awesome-mcp","community"],"source":{"type":"github","url":"https://github.com/HelixGenomics/Genomic-Agent-Discovery","note":"Imported from awesome-mcp-servers. Repo: HelixGenomics/Genomic-Agent-Discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":48,"badge_url":"https://www.marketnow.site/api/badge/awmcp-genomic-agent-discovery.svg","page_url":"https://www.marketnow.site/s/awmcp-genomic-agent-discovery"},{"id":"mn-awmcp-ucscgenomemcp","name":"ucsc-genome-mcp","slug":"awmcp-ucsc-genome-mcp","description":"MCP server from hlydecker/ucsc-genome-mcp. Imported from awesome-mcp-servers community list.","category":"Developer Tools","price":0,"free":true,"sentinel_score":5,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/hlydecker/ucsc-genome-mcp","author":"hlydecker","version":"1.0.0","tags":["mcp","awesome-mcp","community"],"source":{"type":"github","url":"https://github.com/hlydecker/ucsc-genome-mcp","note":"Imported from awesome-mcp-servers. Repo: hlydecker/ucsc-genome-mcp."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/awmcp-ucsc-genome-mcp.svg","page_url":"https://www.marketnow.site/s/awmcp-ucsc-genome-mcp"},{"id":"mn-awmcp-plantgenomicsmcp","name":"plant-genomics-mcp","slug":"awmcp-plant-genomics-mcp","description":"MCP server from musharna/plant-genomics-mcp. Imported from awesome-mcp-servers community list.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/musharna/plant-genomics-mcp","author":"musharna","version":"1.0.0","tags":["mcp","awesome-mcp","community"],"source":{"type":"github","url":"https://github.com/musharna/plant-genomics-mcp","note":"Imported from awesome-mcp-servers. Repo: musharna/plant-genomics-mcp."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":48,"badge_url":"https://www.marketnow.site/api/badge/awmcp-plant-genomics-mcp.svg","page_url":"https://www.marketnow.site/s/awmcp-plant-genomics-mcp"},{"id":"mn-awmcp-wecomdocsmcpserver","name":"wecom-docs-mcp-server","slug":"awmcp-wecom-docs-mcp-server","description":"MCP server from Beltran12138/wecom-docs-mcp-server. Imported from awesome-mcp-servers community list.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/Beltran12138/wecom-docs-mcp-server","author":"Beltran12138","version":"1.0.0","tags":["mcp","awesome-mcp","community"],"source":{"type":"github","url":"https://github.com/Beltran12138/wecom-docs-mcp-server","note":"Imported from awesome-mcp-servers. Repo: Beltran12138/wecom-docs-mcp-server."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":48,"badge_url":"https://www.marketnow.site/api/badge/awmcp-wecom-docs-mcp-server.svg","page_url":"https://www.marketnow.site/s/awmcp-wecom-docs-mcp-server"},{"id":"mn-awmcp-doubletickcli","name":"doubletick-cli","slug":"awmcp-doubletick-cli","description":"MCP server from cseguinlz/doubletick-cli. Imported from awesome-mcp-servers community list.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y doubletick-cli","author":"cseguinlz","version":"1.0.0","tags":["mcp","awesome-mcp","community"],"source":{"type":"github","url":"https://github.com/cseguinlz/doubletick-cli","note":"Imported from awesome-mcp-servers. Repo: cseguinlz/doubletick-cli."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":48,"badge_url":"https://www.marketnow.site/api/badge/awmcp-doubletick-cli.svg","page_url":"https://www.marketnow.site/s/awmcp-doubletick-cli"},{"id":"mn-real-mcpanalytics","name":"mcp-analytics","slug":"real-mcp-analytics","description":"[BETA — v2 rebuild] MCP server for data analytics — Shopify, Stripe, CSV, forecasting, ML. Works in Claude, Cursor, and any MCP client. Expect rough edges while the rewrite lands.","category":"Finance","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-analytics","author":"embeddedlayers","version":"1.0.0","tags":["mcp","real","javascript","embeddedlayers","ai-agents"],"source":{"type":"github","url":"https://github.com/embeddedlayers/mcp-analytics","note":"Real MCP server. 7 stars. Language: JavaScript. Last push: 2026-07-06T01:03:58Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-analytics.svg","page_url":"https://www.marketnow.site/s/real-mcp-analytics"},{"id":"mn-real-elasticsearchmcpserv","name":"elasticsearch-mcp-server","slug":"real-elasticsearch-mcp-server","description":"A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install elasticsearch-mcp-server || uvx elasticsearch-mcp-server","author":"cr7258","version":"1.0.0","tags":["mcp","real","python","cr7258"],"source":{"type":"github","url":"https://github.com/cr7258/elasticsearch-mcp-server","note":"Real MCP server. 295 stars. Language: Python. Last push: 2026-05-22T14:44:30Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-elasticsearch-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-elasticsearch-mcp-server"},{"id":"mn-real-mcprunsqlconnectorx","name":"mcp-run-sql-connectorx","slug":"real-mcp-run-sql-connectorx","description":"An MCP server that executes SQL via ConnectorX and streams (using Arrow RecordBatch) the result to CSV or Parquet. Supports PostgreSQL, MySQL, MariaDB, SQLite, MS SQL Server, Amazon Redshift, Google B","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-run-sql-connectorx || uvx mcp-run-sql-connectorx","author":"gigamori","version":"1.0.0","tags":["mcp","real","python","gigamori"],"source":{"type":"github","url":"https://github.com/gigamori/mcp-run-sql-connectorx","note":"Real MCP server. 2 stars. Language: Python. Last push: 2025-09-03T13:33:14Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":58,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-run-sql-connectorx.svg","page_url":"https://www.marketnow.site/s/real-mcp-run-sql-connectorx"},{"id":"mn-real-mcptimeplus","name":"mcp-timeplus","slug":"real-mcp-timeplus","description":"Execute SQL queries and manage databases seamlessly with Timeplus. Leverage powerful tools to interact with your data, Kafka topics, and Iceberg tables efficiently. Enhance your data workflows with a ","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-timeplus || uvx mcp-timeplus","author":"timeplus-io","version":"1.0.0","tags":["mcp","real","python","timeplus-io","clickhouse"],"source":{"type":"github","url":"https://github.com/timeplus-io/mcp-timeplus","note":"Real MCP server. 13 stars. Language: Python. Last push: 2025-07-24T06:04:40Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-timeplus.svg","page_url":"https://www.marketnow.site/s/real-mcp-timeplus"},{"id":"mn-real-thinairdata","name":"thinair-data","slug":"real-thinair-data","description":"Secure read-only MCP server for PostgreSQL, MySQL, and SQL Server — built for ThinAir Data, operational analytics, reporting, and AI-assisted database workflows.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y thinair-data","author":"ThinAirTelematics","version":"1.0.0","tags":["mcp","real","javascript","thinairtelematics"],"source":{"type":"github","url":"https://github.com/ThinAirTelematics/thinair-data","note":"Real MCP server. 1 stars. Language: JavaScript. Last push: 2026-06-24T08:15:29Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-thinair-data.svg","page_url":"https://www.marketnow.site/s/real-thinair-data"},{"id":"mn-real-mcpvictorialogs","name":"mcp-victorialogs","slug":"real-mcp-victorialogs","description":"The implementation of Model Context Protocol (MCP) server for VictoriaLogs.","category":"Monitoring","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/VictoriaMetrics/mcp-victorialogs","author":"VictoriaMetrics","version":"1.0.0","tags":["mcp","real","go","victoriametrics","ai"],"source":{"type":"github","url":"https://github.com/VictoriaMetrics/mcp-victorialogs","note":"Real MCP server. 90 stars. Language: Go. Last push: 2026-07-01T17:26:24Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-victorialogs.svg","page_url":"https://www.marketnow.site/s/real-mcp-victorialogs"},{"id":"mn-real-victoriametricsmcpse","name":"VictoriaMetrics-mcp-server","slug":"real-victoriametrics-mcp-server","description":"MCP Server for the VictoriaMetrics.","category":"Monitoring","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/yincongcyincong/VictoriaMetrics-mcp-server","author":"yincongcyincong","version":"1.0.0","tags":["mcp","real","javascript","yincongcyincong","mcp"],"source":{"type":"github","url":"https://github.com/yincongcyincong/VictoriaMetrics-mcp-server","note":"Real MCP server. 8 stars. Language: JavaScript. Last push: 2025-11-13T08:47:47Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":61,"badge_url":"https://www.marketnow.site/api/badge/real-victoriametrics-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-victoriametrics-mcp-server"},{"id":"mn-real-dbtmcp","name":"dbt-mcp","slug":"real-dbt-mcp","description":"A MCP (Model Context Protocol) server for interacting with dbt.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install dbt-mcp || uvx dbt-mcp","author":"dbt-labs","version":"1.0.0","tags":["mcp","real","python","dbt-labs","data-analytics"],"source":{"type":"github","url":"https://github.com/dbt-labs/dbt-mcp","note":"Real MCP server. 587 stars. Language: Python. Last push: 2026-07-02T19:32:07Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-dbt-mcp.svg","page_url":"https://www.marketnow.site/s/real-dbt-mcp"},{"id":"mn-real-dbtdocsmcp","name":"dbt-docs-mcp","slug":"real-dbt-docs-mcp","description":"MCP (model context protocol) server for interacting with dbt Docs","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install dbt-docs-mcp || uvx dbt-docs-mcp","author":"mattijsdp","version":"1.0.0","tags":["mcp","real","python","mattijsdp"],"source":{"type":"github","url":"https://github.com/mattijsdp/dbt-docs-mcp","note":"Real MCP server. 24 stars. Language: Python. Last push: 2025-08-19T20:35:15Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-dbt-docs-mcp.svg","page_url":"https://www.marketnow.site/s/real-dbt-docs-mcp"},{"id":"mn-real-mrcdata","name":"mrc-data","slug":"real-mrc-data","description":"China's apparel supply chain data infrastructure for AI agents — 3,000+ verified suppliers, 350+ lab-tested fabrics, 170+ industrial clusters. MCP + REST + OpenAPI.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mrc-data","author":"meacheal-ai","version":"1.0.0","tags":["mcp","real","shell","meacheal-ai","ai-agents"],"source":{"type":"github","url":"https://github.com/meacheal-ai/mrc-data","note":"Real MCP server. 2 stars. Language: Shell. Last push: 2026-04-19T13:21:40Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mrc-data.svg","page_url":"https://www.marketnow.site/s/real-mrc-data"},{"id":"mn-real-registepmcp","name":"registep-mcp","slug":"real-registep-mcp","description":"Registep MCP Server - AI-powered POS & sales analytics for Claude Code, Cursor, and other MCP clients","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/asicojp/registep-mcp","author":"asicojp","version":"1.0.0","tags":["mcp","real","typescript","asicojp"],"source":{"type":"github","url":"https://github.com/asicojp/registep-mcp","note":"Real MCP server. 1 stars. Language: TypeScript. Last push: 2026-06-11T14:30:41Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-registep-mcp.svg","page_url":"https://www.marketnow.site/s/real-registep-mcp"},{"id":"mn-real-networklyticsmcp","name":"networklytics-mcp","slug":"real-networklytics-mcp","description":"MCP server from Leekangbum/networklytics-mcp","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install networklytics-mcp || uvx networklytics-mcp","author":"Leekangbum","version":"1.0.0","tags":["mcp","real","python","leekangbum"],"source":{"type":"github","url":"https://github.com/Leekangbum/networklytics-mcp","note":"Real MCP server. 1 stars. Language: Python. Last push: 2026-05-30T09:36:52Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-networklytics-mcp.svg","page_url":"https://www.marketnow.site/s/real-networklytics-mcp"},{"id":"mn-real-mcpbillinggatewaysdk","name":"mcp-billing-gateway-sdk","slug":"real-mcp-billing-gateway-sdk","description":"Client SDK and docs for MCP Billing Gateway — add Stripe + x402 billing to any MCP server","category":"Finance","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-billing-gateway-sdk || uvx mcp-billing-gateway-sdk","author":"sapph1re","version":"1.0.0","tags":["mcp","real","python","sapph1re"],"source":{"type":"github","url":"https://github.com/sapph1re/mcp-billing-gateway-sdk","note":"Real MCP server. 1 stars. Language: Python. Last push: 2026-06-15T21:26:29Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-billing-gateway-sdk.svg","page_url":"https://www.marketnow.site/s/real-mcp-billing-gateway-sdk"},{"id":"mn-real-agentmako","name":"agentmako","slug":"real-agentmako","description":"Local-first MCP server that gives coding agents structured context packets, code/schema facts, and diagnostics - backed by a local SQLite store.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y agentmako","author":"drhalto","version":"1.0.0","tags":["mcp","real","typescript","drhalto","ai-coding"],"source":{"type":"github","url":"https://github.com/drhalto/agentmako","note":"Real MCP server. 47 stars. Language: TypeScript. Last push: 2026-07-02T04:03:42Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-agentmako.svg","page_url":"https://www.marketnow.site/s/real-agentmako"},{"id":"mn-real-briefkitmcpserver","name":"briefkit-mcp-server","slug":"real-briefkit-mcp-server","description":"BriefKit — Engineer-grade specs for AI-built SaaS. 14 files. $9. briefkit.online","category":"File System","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/mithun4elp/briefkit-mcp-server","author":"mithun4elp","version":"1.0.0","tags":["mcp","real","javascript","mithun4elp","ai-build-tools"],"source":{"type":"github","url":"https://github.com/mithun4elp/briefkit-mcp-server","note":"Real MCP server. 1 stars. Language: JavaScript. Last push: 2026-05-16T12:42:59Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-briefkit-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-briefkit-mcp-server"},{"id":"mn-real-ontomics","name":"ontomics","slug":"real-ontomics","description":"Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in agentic search by 10x — gathers and makes concepts, naming conventions, and vocabulary queryable via MCP.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install ontomics","author":"EtienneChollet","version":"1.0.0","tags":["mcp","real","rust","etiennechollet","agentic-coding"],"source":{"type":"github","url":"https://github.com/EtienneChollet/ontomics","note":"Real MCP server. 39 stars. Language: Rust. Last push: 2026-04-17T01:21:28Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-ontomics.svg","page_url":"https://www.marketnow.site/s/real-ontomics"},{"id":"mn-real-aidevanalytics","name":"ai-dev-analytics","slug":"real-ai-dev-analytics","description":"An open-source AI coding observability layer. Silently tracks vibe coding sessions via MCP and codifies AI deviations into project rules. 100% local.","category":"Monitoring","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y ai-dev-analytics","author":"LWTlong","version":"1.0.0","tags":["mcp","real","typescript","lwtlong"],"source":{"type":"github","url":"https://github.com/LWTlong/ai-dev-analytics","note":"Real MCP server. 8 stars. Language: TypeScript. Last push: 2026-05-25T10:04:07Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-ai-dev-analytics.svg","page_url":"https://www.marketnow.site/s/real-ai-dev-analytics"},{"id":"mn-real-aidex","name":"AiDex","slug":"real-aidex","description":"MCP Server for persistent code indexing. Gives AI assistants (Claude, Gemini, Copilot, Cursor) instant access to your codebase. 50x less context than grep.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/CSCSoftware/AiDex","author":"CSCSoftware","version":"1.0.0","tags":["mcp","real","typescript","cscsoftware","ai-coding"],"source":{"type":"github","url":"https://github.com/CSCSoftware/AiDex","note":"Real MCP server. 39 stars. Language: TypeScript. Last push: 2026-06-30T16:37:24Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-aidex.svg","page_url":"https://www.marketnow.site/s/real-aidex"},{"id":"mn-real-server","name":"server","slug":"real-server","description":"MCP server that teaches any AI agent the AIDE spec methodology — progressive   disclosure specs alongside code","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y server","author":"aidemd-mcp","version":"1.0.0","tags":["mcp","real","typescript","aidemd-mcp","ai-coding"],"source":{"type":"github","url":"https://github.com/aidemd-mcp/server","note":"Real MCP server. 3 stars. Language: TypeScript. Last push: 2026-05-22T01:27:44Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-server.svg","page_url":"https://www.marketnow.site/s/real-server"},{"id":"mn-real-fastmcpsonarqubemetr","name":"fastmcp-sonarqube-metrics","slug":"real-fastmcp-sonarqube-metrics","description":"Chat with your SonarQube data: explore metrics, compare trends, and track issues—effortlessly.","category":"Monitoring","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install fastmcp-sonarqube-metrics || uvx fastmcp-sonarqube-metrics","author":"ArchAI-Labs","version":"1.0.0","tags":["mcp","real","python","archai-labs","mcp-server"],"source":{"type":"github","url":"https://github.com/ArchAI-Labs/fastmcp-sonarqube-metrics","note":"Real MCP server. 14 stars. Language: Python. Last push: 2026-03-30T12:20:44Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-fastmcp-sonarqube-metrics.svg","page_url":"https://www.marketnow.site/s/real-fastmcp-sonarqube-metrics"},{"id":"mn-real-phpcodearcheology","name":"PhpCodeArcheology","slug":"real-phpcodearcheology","description":"PHP static analysis for architecture & maintainability — 60+ metrics, complexity analysis, dependency graphs, git churn hotspots, and AI-ready MCP server. Alternative to PHPMetrics.","category":"Version Control","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/PhpCodeArcheology/PhpCodeArcheology","author":"PhpCodeArcheology","version":"1.0.0","tags":["mcp","real","php","phpcodearcheology","architecture"],"source":{"type":"github","url":"https://github.com/PhpCodeArcheology/PhpCodeArcheology","note":"Real MCP server. 84 stars. Language: PHP. Last push: 2026-07-04T07:42:51Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-phpcodearcheology.svg","page_url":"https://www.marketnow.site/s/real-phpcodearcheology"},{"id":"mn-real-pythondocsmcpserver","name":"python-docs-mcp-server","slug":"real-python-docs-mcp-server","description":"Read-only MCP server for official Python docs: local index, no API keys, exact symbol lookup, version-aware retrieval.","category":"Data","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install python-docs-mcp-server || uvx python-docs-mcp-server","author":"ayhammouda","version":"1.0.0","tags":["mcp","real","python","ayhammouda","claude"],"source":{"type":"github","url":"https://github.com/ayhammouda/python-docs-mcp-server","note":"Real MCP server. 5 stars. Language: Python. Last push: 2026-07-05T10:10:37Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-python-docs-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-python-docs-mcp-server"},{"id":"mn-real-reactanalyzermcp","name":"react-analyzer-mcp","slug":"real-react-analyzer-mcp","description":"MCP server for analyzing & generating docs for React code locally","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y react-analyzer-mcp","author":"azer","version":"1.0.0","tags":["mcp","real","typescript","azer"],"source":{"type":"github","url":"https://github.com/azer/react-analyzer-mcp","note":"Real MCP server. 60 stars. Language: TypeScript. Last push: 2025-04-09T20:50:12Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-react-analyzer-mcp.svg","page_url":"https://www.marketnow.site/s/real-react-analyzer-mcp"},{"id":"mn-real-ai","name":"ai","slug":"real-ai","description":"Repo-native content governance for AI agents. Extract, review, and deliver UI text, docs, and structured content from Git.","category":"Version Control","price":0,"free":true,"sentinel_score":6,"review_status":"auto-scanned","risk_level":"red","install":"npx -y ai","author":"Contentrain","version":"1.0.0","tags":["mcp","real","typescript","contentrain","ai-agents"],"source":{"type":"github","url":"https://github.com/Contentrain/ai","note":"Real MCP server. 4 stars. Language: TypeScript. Last push: 2026-06-24T19:38:42Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-ai.svg","page_url":"https://www.marketnow.site/s/real-ai"},{"id":"mn-real-projectcontextmcp","name":"project-context-mcp","slug":"real-project-context-mcp","description":"Give Claude Code instant access to your project's institutional knowledge. Drop docs in .context/, mention them with @, and watch Claude become an expert on your codebase.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install project-context-mcp || uvx project-context-mcp","author":"ericbrown","version":"1.0.0","tags":["mcp","real","python","ericbrown"],"source":{"type":"github","url":"https://github.com/ericbrown/project-context-mcp","note":"Real MCP server. 5 stars. Language: Python. Last push: 2026-01-14T22:09:24Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":61,"badge_url":"https://www.marketnow.site/api/badge/real-project-context-mcp.svg","page_url":"https://www.marketnow.site/s/real-project-context-mcp"},{"id":"mn-real-swaggertestcasemcp","name":"swagger-testcase-mcp","slug":"real-swagger-testcase-mcp","description":"MCP server for API testing: generates test cases, validates specs, compares versions, and creates mock data from Swagger/OpenAPI specifications","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y swagger-testcase-mcp","author":"eyaushev","version":"1.0.0","tags":["mcp","real","typescript","eyaushev"],"source":{"type":"github","url":"https://github.com/eyaushev/swagger-testcase-mcp","note":"Real MCP server. 2 stars. Language: TypeScript. Last push: 2026-04-13T16:12:10Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-swagger-testcase-mcp.svg","page_url":"https://www.marketnow.site/s/real-swagger-testcase-mcp"},{"id":"mn-real-vercelaidocsmcp","name":"vercel-ai-docs-mcp","slug":"real-vercel-ai-docs-mcp","description":"A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation. This project enables developers to ask questions about the Vercel A","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/IvanAmador/vercel-ai-docs-mcp","author":"IvanAmador","version":"1.0.0","tags":["mcp","real","typescript","ivanamador"],"source":{"type":"github","url":"https://github.com/IvanAmador/vercel-ai-docs-mcp","note":"Real MCP server. 51 stars. Language: TypeScript. Last push: 2025-04-04T23:20:05Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-vercel-ai-docs-mcp.svg","page_url":"https://www.marketnow.site/s/real-vercel-ai-docs-mcp"},{"id":"mn-real-restcsvmcpserver","name":"RestCsvMcpServer","slug":"real-restcsvmcpserver","description":"MCP Server for RestCSV, Generated using MCPGen","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/JordanDalton/RestCsvMcpServer","author":"JordanDalton","version":"1.0.0","tags":["mcp","real","typescript","jordandalton"],"source":{"type":"github","url":"https://github.com/JordanDalton/RestCsvMcpServer","note":"Real MCP server. 13 stars. Language: TypeScript. Last push: 2025-04-17T01:58:16Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-restcsvmcpserver.svg","page_url":"https://www.marketnow.site/s/real-restcsvmcpserver"},{"id":"mn-real-designtokenbridgemcp","name":"design-token-bridge-mcp","slug":"real-design-token-bridge-mcp","description":"MCP server that translates design tokens between platforms — Tailwind, Figma, CSS to Material 3, SwiftUI, and CSS Variables. Built for the v0 → Figma → Claude Code pipeline.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y design-token-bridge-mcp","author":"kenneives","version":"1.0.0","tags":["mcp","real","typescript","kenneives","claude-code"],"source":{"type":"github","url":"https://github.com/kenneives/design-token-bridge-mcp","note":"Real MCP server. 3 stars. Language: TypeScript. Last push: 2026-03-25T20:43:42Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-design-token-bridge-mcp.svg","page_url":"https://www.marketnow.site/s/real-design-token-bridge-mcp"},{"id":"mn-real-devdocsmcp","name":"DevDocs-MCP","slug":"real-devdocs-mcp","description":"Documentation Authority for AI Agents based upon Devdocs","category":"Security","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/madhan-g-p/DevDocs-MCP","author":"madhan-g-p","version":"1.0.0","tags":["mcp","real","typescript","madhan-g-p","ai-agents"],"source":{"type":"github","url":"https://github.com/madhan-g-p/DevDocs-MCP","note":"Real MCP server. 12 stars. Language: TypeScript. Last push: 2026-05-10T07:42:42Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-devdocs-mcp.svg","page_url":"https://www.marketnow.site/s/real-devdocs-mcp"},{"id":"mn-real-rustcargodocsragmcp","name":"rust-cargo-docs-rag-mcp","slug":"real-rust-cargo-docs-rag-mcp","description":"MCP tools for Rust Context Engineering (rustdocs, rust analyzer)","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install rust-cargo-docs-rag-mcp","author":"PromptExecution","version":"1.0.0","tags":["mcp","real","rust","promptexecution"],"source":{"type":"github","url":"https://github.com/PromptExecution/rust-cargo-docs-rag-mcp","note":"Real MCP server. 19 stars. Language: Rust. Last push: 2026-02-08T23:40:30Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":66,"badge_url":"https://www.marketnow.site/api/badge/real-rust-cargo-docs-rag-mcp.svg","page_url":"https://www.marketnow.site/s/real-rust-cargo-docs-rag-mcp"},{"id":"mn-real-javalensmcp","name":"javalens-mcp","slug":"real-javalens-mcp","description":"MCP server providing semantic Java code analysis for AI agents. Built on Eclipse JDT with tools for navigation, refactoring, search, and metrics.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y javalens-mcp","author":"pzalutski-pixel","version":"1.0.0","tags":["mcp","real","java","pzalutski-pixel","ai-agents"],"source":{"type":"github","url":"https://github.com/pzalutski-pixel/javalens-mcp","note":"Real MCP server. 33 stars. Language: Java. Last push: 2026-06-16T00:18:31Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-javalens-mcp.svg","page_url":"https://www.marketnow.site/s/real-javalens-mcp"},{"id":"mn-real-qrforagentapi","name":"qr-for-agent-api","slug":"real-qr-for-agent-api","description":"QR-as-a-Service API for AI agents — 34 MCP tools, 11 QR types, dynamic links, scan analytics, webhooks, custom domains. REST API + MCP server.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/benswel/qr-for-agent-api","author":"benswel","version":"1.0.0","tags":["mcp","real","typescript","benswel"],"source":{"type":"github","url":"https://github.com/benswel/qr-for-agent-api","note":"Real MCP server. 2 stars. Language: TypeScript. Last push: 2026-06-09T08:25:41Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-qr-for-agent-api.svg","page_url":"https://www.marketnow.site/s/real-qr-for-agent-api"},{"id":"mn-real-heapseance","name":"heap-seance","slug":"real-heap-seance","description":"MCP server that channels JVM forensics into structured leak verdicts — for Claude Code.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install heap-seance || uvx heap-seance","author":"SegfaultSorcerer","version":"1.0.0","tags":["mcp","real","python","segfaultsorcerer"],"source":{"type":"github","url":"https://github.com/SegfaultSorcerer/heap-seance","note":"Real MCP server. 4 stars. Language: Python. Last push: 2026-03-15T15:29:06Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-heap-seance.svg","page_url":"https://www.marketnow.site/s/real-heap-seance"},{"id":"mn-real-testcollabmcpserver","name":"testcollab-mcp-server","slug":"real-testcollab-mcp-server","description":"MCP server for TestCollab test management. Lets AI coding assistants (Claude Code, Cursor, Windsurf, Codex) create, update, and query test cases, create test plans, and suite hierarchy. Connect your A","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/TCSoftInc/testcollab-mcp-server","author":"TCSoftInc","version":"1.0.0","tags":["mcp","real","typescript","tcsoftinc"],"source":{"type":"github","url":"https://github.com/TCSoftInc/testcollab-mcp-server","note":"Real MCP server. 4 stars. Language: TypeScript. Last push: 2026-03-30T03:05:08Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-testcollab-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-testcollab-mcp-server"},{"id":"mn-real-ros2mcp","name":"ros2_mcp","slug":"real-ros2-mcp","description":"Advanced MCP Server ROS 2 bridging AI agents straight into robotics","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install ros2_mcp || uvx ros2_mcp","author":"wise-vision","version":"1.0.0","tags":["mcp","real","python","wise-vision","ai"],"source":{"type":"github","url":"https://github.com/wise-vision/ros2_mcp","note":"Real MCP server. 83 stars. Language: Python. Last push: 2026-05-08T12:04:22Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-ros2-mcp.svg","page_url":"https://www.marketnow.site/s/real-ros2-mcp"},{"id":"mn-real-rosmcp","name":"ros-mcp","slug":"real-ros-mcp","description":"MCP server for ROS to control robots via topics, services, and actions.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install ros-mcp || uvx ros-mcp","author":"Yutarop","version":"1.0.0","tags":["mcp","real","python","yutarop","mcp"],"source":{"type":"github","url":"https://github.com/Yutarop/ros-mcp","note":"Real MCP server. 36 stars. Language: Python. Last push: 2025-08-19T05:34:16Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-ros-mcp.svg","page_url":"https://www.marketnow.site/s/real-ros-mcp"},{"id":"mn-real-opnmcp","name":"opn-mcp","slug":"real-opn-mcp","description":"MCP server for opn.onl — shorten links, read analytics & manage links from AI assistants. Works with the hosted service or your self-hosted instance.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y opn-mcp","author":"ysalitrynskyi","version":"1.0.0","tags":["mcp","real","javascript","ysalitrynskyi"],"source":{"type":"github","url":"https://github.com/ysalitrynskyi/opn-mcp","note":"Real MCP server. 1 stars. Language: JavaScript. Last push: 2026-06-18T14:17:20Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-opn-mcp.svg","page_url":"https://www.marketnow.site/s/real-opn-mcp"},{"id":"mn-real-fermatmcp","name":"fermat-mcp","slug":"real-fermat-mcp","description":"🚀 Fermat MCP: The Ultimate Math Engine - Unifying SymPy, NumPy & Matplotlib in one powerful server! Perfect for devs & researchers. ","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install fermat-mcp || uvx fermat-mcp","author":"abhiphile","version":"1.0.0","tags":["mcp","real","python","abhiphile","mathematics"],"source":{"type":"github","url":"https://github.com/abhiphile/fermat-mcp","note":"Real MCP server. 18 stars. Language: Python. Last push: 2025-10-08T19:36:24Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":66,"badge_url":"https://www.marketnow.site/api/badge/real-fermat-mcp.svg","page_url":"https://www.marketnow.site/s/real-fermat-mcp"},{"id":"mn-real-waveguardclient","name":"WaveGuardClient","slug":"real-waveguardclient","description":"Python SDK for WaveGuard  physics-based anomaly detection API. One call. Any data.","category":"Cloud Platforms","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install WaveGuardClient || uvx WaveGuardClient","author":"gpartin","version":"1.0.0","tags":["mcp","real","python","gpartin","anomaly-detection"],"source":{"type":"github","url":"https://github.com/gpartin/WaveGuardClient","note":"Real MCP server. 4 stars. Language: Python. Last push: 2026-04-13T16:50:53Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-waveguardclient.svg","page_url":"https://www.marketnow.site/s/real-waveguardclient"},{"id":"mn-real-mcpcompress","name":"mcp-compress","slug":"real-mcp-compress","description":"First MCP server for data compression. 60x compression on docs, 30x on SQL, 20x on logs. Zero dependencies. Lossless. Auto-picks best algorithm. 7 tools for any AI agent.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/ShipItAndPray/mcp-compress","author":"ShipItAndPray","version":"1.0.0","tags":["mcp","real","javascript","shipitandpray","ai-agents"],"source":{"type":"github","url":"https://github.com/ShipItAndPray/mcp-compress","note":"Real MCP server. 2 stars. Language: JavaScript. Last push: 2026-03-25T18:36:29Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-compress.svg","page_url":"https://www.marketnow.site/s/real-mcp-compress"},{"id":"mn-real-csvglow","name":"csvglow","slug":"real-csvglow","description":"Generate beautiful interactive HTML dashboards from CSV/Excel files","category":"File System","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install csvglow || uvx csvglow","author":"Ratnaditya-J","version":"1.0.0","tags":["mcp","real","python","ratnaditya-j","analytics"],"source":{"type":"github","url":"https://github.com/Ratnaditya-J/csvglow","note":"Real MCP server. 10 stars. Language: Python. Last push: 2026-03-20T20:26:34Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-csvglow.svg","page_url":"https://www.marketnow.site/s/real-csvglow"},{"id":"mn-real-byteaskembeddedmcp","name":"ByteAsk-Embedded-MCP","slug":"real-byteask-embedded-mcp","description":"The open-source MCP server behind ByteAsk Embedded Docs: a source-grounded, page-cited evidence-retrieval server for coding agents (Claude Code, Codex, Cursor) that write firmware / driver / protocol ","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install ByteAsk-Embedded-MCP || uvx ByteAsk-Embedded-MCP","author":"ByteAsk","version":"1.0.0","tags":["mcp","real","python","byteask","arm"],"source":{"type":"github","url":"https://github.com/ByteAsk/ByteAsk-Embedded-MCP","note":"Real MCP server. 23 stars. Language: Python. Last push: 2026-06-20T13:57:06Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-byteask-embedded-mcp.svg","page_url":"https://www.marketnow.site/s/real-byteask-embedded-mcp"},{"id":"mn-real-cerebrochainmcpserve","name":"cerebrochain-mcp-server","slug":"real-cerebrochain-mcp-server","description":"The first logistics/WMS MCP server for AI agents. Rate shopping, inventory, orders, fleet tracking, AI forecasting. 13+ tools, free tier + x402 paid tier.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/CerebroChain/cerebrochain-mcp-server","author":"CerebroChain","version":"1.0.0","tags":["mcp","real","javascript","cerebrochain","ai-agent"],"source":{"type":"github","url":"https://github.com/CerebroChain/cerebrochain-mcp-server","note":"Real MCP server. 1 stars. Language: JavaScript. Last push: 2026-04-24T04:39:09Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-cerebrochain-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-cerebrochain-mcp-server"},{"id":"mn-real-mcp-x22","name":"mcp","slug":"real-mcp-22","description":"Front door for the Token of Esteem MCP server: docs plus a minimal introspection stub. Live server hosted at mcp.tokenofesteem.com.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp","author":"tokenofesteem","version":"1.0.0","tags":["mcp","real","javascript","tokenofesteem","agentic-commerce"],"source":{"type":"github","url":"https://github.com/tokenofesteem/mcp","note":"Real MCP server. 1 stars. Language: JavaScript. Last push: 2026-06-08T17:12:11Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-22.svg","page_url":"https://www.marketnow.site/s/real-mcp-22"},{"id":"mn-real-public","name":"public","slug":"real-public","description":"Open-source PulseChain analytics platform — token prices, safety scoring, smart money tracking, holder leagues, bridge stats. REST API + MCP server for AI agents.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y public","author":"openpulsechain","version":"1.0.0","tags":["mcp","real","typescript","openpulsechain"],"source":{"type":"github","url":"https://github.com/openpulsechain/public","note":"Real MCP server. 2 stars. Language: TypeScript. Last push: 2026-05-04T16:34:45Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-public.svg","page_url":"https://www.marketnow.site/s/real-public"},{"id":"mn-real-bicscanmcp","name":"bicscan-mcp","slug":"real-bicscan-mcp","description":"BICScan MCP Server","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install bicscan-mcp || uvx bicscan-mcp","author":"ahnlabio","version":"1.0.0","tags":["mcp","real","python","ahnlabio"],"source":{"type":"github","url":"https://github.com/ahnlabio/bicscan-mcp","note":"Real MCP server. 17 stars. Language: Python. Last push: 2026-02-17T01:35:00Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":66,"badge_url":"https://www.marketnow.site/api/badge/real-bicscan-mcp.svg","page_url":"https://www.marketnow.site/s/real-bicscan-mcp"},{"id":"mn-real-rugmunchmcp","name":"rug-munch-mcp","slug":"real-rug-munch-mcp","description":"MCP server for Marcus Rug Intel — 19 tools for crypto token risk analysis, rug pull detection, and AI forensics. Works with Claude Desktop, Cursor, Windsurf.","category":"Finance","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install rug-munch-mcp || uvx rug-munch-mcp","author":"Marcus-Rug-Intel","version":"1.0.0","tags":["mcp","real","python","marcus-rug-intel","ai-agent"],"source":{"type":"github","url":"https://github.com/Marcus-Rug-Intel/rug-munch-mcp","note":"Real MCP server. 1 stars. Language: Python. Last push: 2026-03-31T14:55:15Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-rug-munch-mcp.svg","page_url":"https://www.marketnow.site/s/real-rug-munch-mcp"},{"id":"mn-real-hivesdk","name":"hive-sdk","slug":"real-hive-sdk","description":"Public SDK, CLI, and docs for Hive Intelligence: crypto MCP access for AI agents.","category":"Finance","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y hive-sdk","author":"hive-intel","version":"1.0.0","tags":["mcp","real","typescript","hive-intel","ai-agents"],"source":{"type":"github","url":"https://github.com/hive-intel/hive-sdk","note":"Real MCP server. 18 stars. Language: TypeScript. Last push: 2026-06-23T05:10:27Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-hive-sdk.svg","page_url":"https://www.marketnow.site/s/real-hive-sdk"},{"id":"mn-real-horusflowmcp","name":"horus-flow-mcp","slug":"real-horus-flow-mcp","description":"Official MCP server for Horus Flow Intelligence: Institutional-grade market microstructure and orderflow physics for AI trading agents.","category":"Finance","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install horus-flow-mcp || uvx horus-flow-mcp","author":"horustechltd","version":"1.0.0","tags":["mcp","real","python","horustechltd","ai-agent"],"source":{"type":"github","url":"https://github.com/horustechltd/horus-flow-mcp","note":"Real MCP server. 2 stars. Language: Python. Last push: 2026-05-16T14:17:37Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-horus-flow-mcp.svg","page_url":"https://www.marketnow.site/s/real-horus-flow-mcp"},{"id":"mn-real-bridgemetricsmcp","name":"bridge-metrics-mcp","slug":"real-bridge-metrics-mcp","description":"An MCP server that provides real-time cross-chain bridge metrics.","category":"Monitoring","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install bridge-metrics-mcp || uvx bridge-metrics-mcp","author":"kukapay","version":"1.0.0","tags":["mcp","real","python","kukapay"],"source":{"type":"github","url":"https://github.com/kukapay/bridge-metrics-mcp","note":"Real MCP server. 3 stars. Language: Python. Last push: 2025-09-12T03:35:16Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":61,"badge_url":"https://www.marketnow.site/api/badge/real-bridge-metrics-mcp.svg","page_url":"https://www.marketnow.site/s/real-bridge-metrics-mcp"},{"id":"mn-real-csprtrademcp","name":"cspr-trade-mcp","slug":"real-cspr-trade-mcp","description":"MCP server from make-software/cspr-trade-mcp","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/make-software/cspr-trade-mcp","author":"make-software","version":"1.0.0","tags":["mcp","real","typescript","make-software"],"source":{"type":"github","url":"https://github.com/make-software/cspr-trade-mcp","note":"Real MCP server. 2 stars. Language: TypeScript. Last push: 2026-06-26T23:58:49Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-cspr-trade-mcp.svg","page_url":"https://www.marketnow.site/s/real-cspr-trade-mcp"},{"id":"mn-real-duneanalyticsmcp","name":"dune-analytics-mcp","slug":"real-dune-analytics-mcp","description":"A mcp server that bridges Dune Analytics data to AI agents.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install dune-analytics-mcp || uvx dune-analytics-mcp","author":"kukapay","version":"1.0.0","tags":["mcp","real","python","kukapay"],"source":{"type":"github","url":"https://github.com/kukapay/dune-analytics-mcp","note":"Real MCP server. 41 stars. Language: Python. Last push: 2025-05-04T01:51:29Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-dune-analytics-mcp.svg","page_url":"https://www.marketnow.site/s/real-dune-analytics-mcp"},{"id":"mn-real-trading212mcpserver","name":"trading212-mcp-server","slug":"real-trading212-mcp-server","description":"MCP server for Trading 212 - portfolio analytics, order management, pies, dividends. Works with Claude, ChatGPT, Cursor, Windsurf.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install trading212-mcp-server || uvx trading212-mcp-server","author":"KyuRish","version":"1.0.0","tags":["mcp","real","python","kyurish","ai-tools"],"source":{"type":"github","url":"https://github.com/KyuRish/trading212-mcp-server","note":"Real MCP server. 3 stars. Language: Python. Last push: 2026-06-17T20:55:34Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-trading212-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-trading212-mcp-server"},{"id":"mn-real-quantoracle","name":"quantoracle","slug":"real-quantoracle","description":"63 deterministic quant computation tools for autonomous financial agents. Options, derivatives, risk, portfolio, statistics, crypto/DeFi, macro/FX, TVM. 1,000 free calls/day — no signup.","category":"Finance","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/QuantOracledev/quantoracle","author":"QuantOracledev","version":"1.0.0","tags":["mcp","real","typescript","quantoracledev","agentkit"],"source":{"type":"github","url":"https://github.com/QuantOracledev/quantoracle","note":"Real MCP server. 7 stars. Language: TypeScript. Last push: 2026-06-29T22:00:58Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-quantoracle.svg","page_url":"https://www.marketnow.site/s/real-quantoracle"}],"_links":{"self":"/api/skills?page=1&limit=100&q=cs","next":"/api/skills?page=2&limit=100&q=cs","prev":null}}