{"page":1,"limit":100,"total":1677,"total_catalog":69077,"catalog_meta":{"core_certified":59946,"community_indexed":9131,"aggregate_tracked":64349,"total_all":133426,"tiers_doc":"core = evidence-gated (adoption/verification/age) | community = indexed with weak signal, trust<=55 | aggregate = tracking-only inventory (see /api/community)"},"total_pages":17,"has_next":true,"has_prev":false,"sources":{"github":12130,"community-submitted":18,"npm-registry":24788,"pypi":14311,"smithery":6195,"official-registry":9076,"crates":1933,"docker":625,"community-submission":1},"skills":[{"id":"mn-gen-03390","name":"dnd-oracle","slug":"real-dnd-oracle","description":"D&D 5e SRD MCP server — monster search, spell lookup, encounter building, and character tools powered by ground-truth SRD data","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y dnd-oracle","author":"gregario","version":"1.0.0","tags":["mcp","real","typescript","gregario"],"source":{"type":"github","url":"https://github.com/gregario/dnd-oracle","note":"Real MCP server. 4 stars. Language: TypeScript. Last push: 2026-06-15T17:49:53Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-dnd-oracle.svg","page_url":"https://www.marketnow.site/s/real-dnd-oracle"},{"id":"mn-gen-05273","name":"jenkins-mcp-server","slug":"real-jenkins-mcp-server","description":"An MCP server for interacting with a Jenkins server. Allows you to trigger jobs, check build statuses, and manage your Jenkins instance through MCP.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install jenkins-mcp-server || uvx jenkins-mcp-server","author":"avisangle","version":"1.0.0","tags":["mcp","real","python","avisangle","claude"],"source":{"type":"github","url":"https://github.com/avisangle/jenkins-mcp-server","note":"Real MCP server. 3 stars. Language: Python. Last push: 2026-02-13T02:16:19Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":61,"badge_url":"https://www.marketnow.site/api/badge/real-jenkins-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-jenkins-mcp-server"},{"id":"mn-gen-05789","name":"litemcp","slug":"real-litemcp","description":"A TypeScript framework for building MCP servers elegantly","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y litemcp","author":"wong2","version":"1.0.0","tags":["mcp","real","typescript","wong2","mcp"],"source":{"type":"github","url":"https://github.com/wong2/litemcp","note":"Real MCP server. 185 stars. Language: TypeScript. Last push: 2025-04-27T03:30:13Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":68,"badge_url":"https://www.marketnow.site/api/badge/real-litemcp.svg","page_url":"https://www.marketnow.site/s/real-litemcp"},{"id":"mn-gen-07584","name":"ARBuilder","slug":"real-arbuilder","description":"AI-powered code generator for Arbitrum Stylus, SDK bridging, dApps & Orbit chains — 19 MCP tools with RAG","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/Quantum3-Labs/ARBuilder","author":"Quantum3-Labs","version":"1.0.0","tags":["mcp","real","typescript","quantum3-labs","ai-code-generation"],"source":{"type":"github","url":"https://github.com/Quantum3-Labs/ARBuilder","note":"Real MCP server. 24 stars. Language: TypeScript. Last push: 2026-05-08T16:58:03Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-arbuilder.svg","page_url":"https://www.marketnow.site/s/real-arbuilder"},{"id":"mn-gen-09401","name":"mcp-n8n-workflow-builder","slug":"real-mcp-n8n-workflow-builder","description":"AI-powered n8n workflow automation through natural language. MCP server enabling Claude AI & Cursor IDE to create, manage, and monitor workflows via Model Context Protocol. Multi-instance support, 17 ","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/salacoste/mcp-n8n-workflow-builder","author":"salacoste","version":"1.0.0","tags":["mcp","real","javascript","salacoste","ai-automation"],"source":{"type":"github","url":"https://github.com/salacoste/mcp-n8n-workflow-builder","note":"Real MCP server. 230 stars. Language: JavaScript. Last push: 2026-04-12T19:52:58Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-n8n-workflow-builder.svg","page_url":"https://www.marketnow.site/s/real-mcp-n8n-workflow-builder"},{"id":"mn-gen-09502","name":"ai-toolkit","slug":"real-ai-toolkit","description":"Toolkit for building AI-driven graph apps on Memgraph, with LangChain, MCP, and agent implementations. ","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install ai-toolkit || uvx ai-toolkit","author":"memgraph","version":"1.0.0","tags":["mcp","real","python","memgraph"],"source":{"type":"github","url":"https://github.com/memgraph/ai-toolkit","note":"Real MCP server. 106 stars. Language: Python. Last push: 2026-07-05T12:10:48Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-ai-toolkit.svg","page_url":"https://www.marketnow.site/s/real-ai-toolkit"},{"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-10950","name":"quickbooks-online-mcp-server","slug":"real-quickbooks-online-mcp-server","description":"The QuickBooks MCP Server lets AI assistants access QuickBooks data via a standard interface. It uses the Model Context Protocol to expose QBO features as callable tools, enabling developers to build ","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/intuit/quickbooks-online-mcp-server","author":"intuit","version":"1.0.0","tags":["mcp","real","typescript","intuit"],"source":{"type":"github","url":"https://github.com/intuit/quickbooks-online-mcp-server","note":"Real MCP server. 299 stars. Language: TypeScript. Last push: 2026-06-17T17:17:58Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-quickbooks-online-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-quickbooks-online-mcp-server"},{"id":"mn-gen-12013","name":"Upsonic","slug":"real-upsonic","description":"Build autonomous AI agents in Python.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install Upsonic || uvx Upsonic","author":"Upsonic","version":"1.0.0","tags":["mcp","real","python","upsonic","agent"],"source":{"type":"github","url":"https://github.com/Upsonic/Upsonic","note":"Real MCP server. 7904 stars. Language: Python. Last push: 2026-06-18T14:55:50Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-upsonic.svg","page_url":"https://www.marketnow.site/s/real-upsonic"},{"id":"mn-gen-13288","name":"wanderlog-mcp","slug":"real-wanderlog-mcp","description":"MCP server for Wanderlog — build and edit trip itineraries through conversation","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y wanderlog-mcp","author":"shaikhspeare","version":"1.0.0","tags":["mcp","real","typescript","shaikhspeare","ai-agents"],"source":{"type":"github","url":"https://github.com/shaikhspeare/wanderlog-mcp","note":"Real MCP server. 68 stars. Language: TypeScript. Last push: 2026-06-24T00:13:05Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-wanderlog-mcp.svg","page_url":"https://www.marketnow.site/s/real-wanderlog-mcp"},{"id":"mn-gen-13534","name":"workopia-mcp","slug":"real-workopia-mcp","description":"Workopia MCP Server — free job search, resume builder & career advice for Claude, ChatGPT, Cursor.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/workopia/workopia-mcp","author":"workopia","version":"1.0.0","tags":["mcp","real","javascript","workopia"],"source":{"type":"github","url":"https://github.com/workopia/workopia-mcp","note":"Real MCP server. 9 stars. Language: JavaScript. Last push: 2026-05-30T06:54:24Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-workopia-mcp.svg","page_url":"https://www.marketnow.site/s/real-workopia-mcp"},{"id":"mn-gen-13607","name":"XcodeBuildMCP","slug":"real-xcodebuildmcp","description":"A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/getsentry/XcodeBuildMCP","author":"getsentry","version":"1.0.0","tags":["mcp","real","typescript","getsentry","mcp"],"source":{"type":"github","url":"https://github.com/getsentry/XcodeBuildMCP","note":"Real MCP server. 6033 stars. Language: TypeScript. Last push: 2026-06-29T07:45:38Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-xcodebuildmcp.svg","page_url":"https://www.marketnow.site/s/real-xcodebuildmcp"},{"id":"mn-awmcp-build123dmcp","name":"build123d-mcp","slug":"awmcp-build123d-mcp","description":"MCP server from pzfreo/build123d-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/pzfreo/build123d-mcp","author":"pzfreo","version":"1.0.0","tags":["mcp","awesome-mcp","community"],"source":{"type":"github","url":"https://github.com/pzfreo/build123d-mcp","note":"Imported from awesome-mcp-servers. Repo: pzfreo/build123d-mcp."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/awmcp-build123d-mcp.svg","page_url":"https://www.marketnow.site/s/awmcp-build123d-mcp"},{"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-baserow","name":"baserow","slug":"real-baserow","description":"Build databases, automations, apps & agents with AI — no code.  Open source platform available on cloud and self-hosted. GDPR, HIPAA, SOC 2 compliant. Best Airtable alternative.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install baserow || uvx baserow","author":"baserow","version":"1.0.0","tags":["mcp","real","python","baserow","airtable"],"source":{"type":"github","url":"https://github.com/baserow/baserow","note":"Real MCP server. 5243 stars. Language: Python. Last push: 2026-07-04T16:01:14Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-baserow.svg","page_url":"https://www.marketnow.site/s/real-baserow"},{"id":"mn-real-mason","name":"mason","slug":"real-mason","description":"Mason builds context for LLMs — smart file sampling, concept maps, and change impact analysis. MCP server + CLI.","category":"File System","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mason","author":"adrianczuczka","version":"1.0.0","tags":["mcp","real","typescript","adrianczuczka"],"source":{"type":"github","url":"https://github.com/adrianczuczka/mason","note":"Real MCP server. 7 stars. Language: TypeScript. Last push: 2026-05-31T07:05:18Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mason.svg","page_url":"https://www.marketnow.site/s/real-mason"},{"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-maventoolsmcp","name":"maven-tools-mcp","slug":"real-maven-tools-mcp","description":"MCP server providing AI assistants with Maven Central dependency intelligence for all JVM build tools (Maven, Gradle, SBT, Mill). Features Context7 integration for documentation support.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/arvindand/maven-tools-mcp","author":"arvindand","version":"1.0.0","tags":["mcp","real","java","arvindand","ai-tools"],"source":{"type":"github","url":"https://github.com/arvindand/maven-tools-mcp","note":"Real MCP server. 28 stars. Language: Java. Last push: 2026-06-13T22:39:16Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-maven-tools-mcp.svg","page_url":"https://www.marketnow.site/s/real-maven-tools-mcp"},{"id":"mn-real-bitrisemcp","name":"bitrise-mcp","slug":"real-bitrise-mcp","description":"MCP Server for the Bitrise API, enabling app management, build operations, artifact management and more.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/bitrise-io/bitrise-mcp","author":"bitrise-io","version":"1.0.0","tags":["mcp","real","go","bitrise-io","bitrise"],"source":{"type":"github","url":"https://github.com/bitrise-io/bitrise-mcp","note":"Real MCP server. 40 stars. Language: Go. Last push: 2026-07-02T08:08:30Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-bitrise-mcp.svg","page_url":"https://www.marketnow.site/s/real-bitrise-mcp"},{"id":"mn-real-buildkitemcpserver","name":"buildkite-mcp-server","slug":"real-buildkite-mcp-server","description":"Official MCP Server for Buildkite.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/buildkite/buildkite-mcp-server","author":"buildkite","version":"1.0.0","tags":["mcp","real","go","buildkite","buildkite"],"source":{"type":"github","url":"https://github.com/buildkite/buildkite-mcp-server","note":"Real MCP server. 50 stars. Language: Go. Last push: 2026-06-30T03:08:14Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-buildkite-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-buildkite-mcp-server"},{"id":"mn-real-teamcitymcp","name":"teamcity-mcp","slug":"real-teamcity-mcp","description":"Model Context Protocol (MCP) server for JetBrains TeamCity: control builds, tests, agents and configs from AI coding assistants.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/Daghis/teamcity-mcp","author":"Daghis","version":"1.0.0","tags":["mcp","real","typescript","daghis","automation"],"source":{"type":"github","url":"https://github.com/Daghis/teamcity-mcp","note":"Real MCP server. 26 stars. Language: TypeScript. Last push: 2026-07-01T00:16:23Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-teamcity-mcp.svg","page_url":"https://www.marketnow.site/s/real-teamcity-mcp"},{"id":"mn-real-mcpzuul","name":"mcp-zuul","slug":"real-mcp-zuul","description":"MCP server for Zuul CI — debug build failures, search logs, manage pipelines, and monitor jobs from Claude, Cursor, or any MCP client","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-zuul || uvx mcp-zuul","author":"imatza-rh","version":"1.0.0","tags":["mcp","real","python","imatza-rh","ansible"],"source":{"type":"github","url":"https://github.com/imatza-rh/mcp-zuul","note":"Real MCP server. 12 stars. Language: Python. Last push: 2026-07-05T07:50:22Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-zuul.svg","page_url":"https://www.marketnow.site/s/real-mcp-zuul"},{"id":"mn-real-xcodestudiomcp","name":"xcode-studio-mcp","slug":"real-xcode-studio-mcp","description":"Unified MCP server for AI-assisted iOS development — build, deploy, screenshot, and interact with iOS Simulator from Claude Code, Cursor, or any MCP client","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/kevinswint/xcode-studio-mcp","author":"kevinswint","version":"1.0.0","tags":["mcp","real","swift","kevinswint","ai-coding"],"source":{"type":"github","url":"https://github.com/kevinswint/xcode-studio-mcp","note":"Real MCP server. 8 stars. Language: Swift. Last push: 2026-04-04T17:44:01Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-xcode-studio-mcp.svg","page_url":"https://www.marketnow.site/s/real-xcode-studio-mcp"},{"id":"mn-real-claudecodedevplanbui","name":"ClaudeCode-DevPlanBuilder","slug":"real-claudecode-devplanbuilder","description":"MCP server from mmorris35/ClaudeCode-DevPlanBuilder","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install ClaudeCode-DevPlanBuilder || uvx ClaudeCode-DevPlanBuilder","author":"mmorris35","version":"1.0.0","tags":["mcp","real","python","mmorris35"],"source":{"type":"github","url":"https://github.com/mmorris35/ClaudeCode-DevPlanBuilder","note":"Real MCP server. 5 stars. Language: Python. Last push: 2026-03-25T05:30:52Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-claudecode-devplanbuilder.svg","page_url":"https://www.marketnow.site/s/real-claudecode-devplanbuilder"},{"id":"mn-real-mcpserverboilerplate","name":"mcp-server-boilerplate","slug":"real-mcp-server-boilerplate","description":"Production-ready MCP server templates in TypeScript and Python. Quickstart boilerplate for building Model Context Protocol servers.","category":"Developer Tools","price":0,"free":true,"sentinel_score":2,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-server-boilerplate","author":"shellsage-ai","version":"1.0.0","tags":["mcp","real","typescript","shellsage-ai"],"source":{"type":"github","url":"https://github.com/shellsage-ai/mcp-server-boilerplate","note":"Real MCP server. 2 stars. Language: TypeScript. Last push: 2026-03-06T00:28:58Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-server-boilerplate.svg","page_url":"https://www.marketnow.site/s/real-mcp-server-boilerplate"},{"id":"mn-real-srclight","name":"srclight","slug":"real-srclight","description":"Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 1","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install srclight || uvx srclight","author":"srclight","version":"1.0.0","tags":["mcp","real","python","srclight","code-indexing"],"source":{"type":"github","url":"https://github.com/srclight/srclight","note":"Real MCP server. 51 stars. Language: Python. Last push: 2026-04-27T03:03:18Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-srclight.svg","page_url":"https://www.marketnow.site/s/real-srclight"},{"id":"mn-real-awesomeionicmcp","name":"awesome-ionic-mcp","slug":"real-awesome-ionic-mcp","description":"An Awesome MCP Server to help building mobile apps in React/Vue/Angular/VanillaJS using Capacitor and Ionic","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y awesome-ionic-mcp","author":"Tommertom","version":"1.0.0","tags":["mcp","real","typescript","tommertom"],"source":{"type":"github","url":"https://github.com/Tommertom/awesome-ionic-mcp","note":"Real MCP server. 44 stars. Language: TypeScript. Last push: 2026-01-04T10:51:14Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":66,"badge_url":"https://www.marketnow.site/api/badge/real-awesome-ionic-mcp.svg","page_url":"https://www.marketnow.site/s/real-awesome-ionic-mcp"},{"id":"mn-real-omegabrainmcp","name":"omega-brain-mcp","slug":"real-omega-brain-mcp","description":"Standalone MCP server — cross-session memory, 10-gate VERITAS build pipeline, cryptographic audit ledger, Cortex approval gate. Two files, one dependency.","category":"File System","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install omega-brain-mcp || uvx omega-brain-mcp","author":"VrtxOmega","version":"1.0.0","tags":["mcp","real","python","vrtxomega","ai"],"source":{"type":"github","url":"https://github.com/VrtxOmega/omega-brain-mcp","note":"Real MCP server. 5 stars. Language: Python. Last push: 2026-06-11T22:05:41Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-omega-brain-mcp.svg","page_url":"https://www.marketnow.site/s/real-omega-brain-mcp"},{"id":"mn-real-ascmcp","name":"asc-mcp","slug":"real-asc-mcp","description":"MCP server for App Store Connect API - 389 tools for apps, builds, TestFlight, subscriptions, Xcode Cloud, and more from Claude, Cursor, VS Code, or any MCP client","category":"Cloud Platforms","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y asc-mcp","author":"zelentsov-dev","version":"1.0.0","tags":["mcp","real","swift","zelentsov-dev","ai-tools"],"source":{"type":"github","url":"https://github.com/zelentsov-dev/asc-mcp","note":"Real MCP server. 49 stars. Language: Swift. Last push: 2026-06-03T13:35:15Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-asc-mcp.svg","page_url":"https://www.marketnow.site/s/real-asc-mcp"},{"id":"mn-real-codemagicmcp","name":"codemagic-mcp","slug":"real-codemagic-mcp","description":"Build, sign, and publish iOS & Android apps through AI agents — Codemagic CI/CD + App Store Connect + Google Play","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/todah-zg/codemagic-mcp","author":"todah-zg","version":"1.0.0","tags":["mcp","real","typescript","todah-zg","android"],"source":{"type":"github","url":"https://github.com/todah-zg/codemagic-mcp","note":"Real MCP server. 1 stars. Language: TypeScript. Last push: 2026-06-17T09:06:34Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-codemagic-mcp.svg","page_url":"https://www.marketnow.site/s/real-codemagic-mcp"},{"id":"mn-real-amendormcp","name":"amendor-mcp","slug":"real-amendor-mcp","description":"Connect your coding agent to Amendor. Pulls change requests into your agent so it builds them and opens PRs.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y amendor-mcp","author":"deslay1","version":"1.0.0","tags":["mcp","real","javascript","deslay1"],"source":{"type":"github","url":"https://github.com/deslay1/amendor-mcp","note":"Real MCP server. 2 stars. Language: JavaScript. Last push: 2026-06-22T20:54:39Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-amendor-mcp.svg","page_url":"https://www.marketnow.site/s/real-amendor-mcp"},{"id":"mn-real-vizro","name":"vizro","slug":"real-vizro","description":"Vizro is a low-code toolkit for building high-quality data visualization apps.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install vizro || uvx vizro","author":"mckinsey","version":"1.0.0","tags":["mcp","real","python","mckinsey","dashboard"],"source":{"type":"github","url":"https://github.com/mckinsey/vizro","note":"Real MCP server. 3714 stars. Language: Python. Last push: 2026-07-05T23:22:16Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-vizro.svg","page_url":"https://www.marketnow.site/s/real-vizro"},{"id":"mn-real-patchistrymcpserver","name":"patchistry-mcp-server","slug":"real-patchistry-mcp-server","description":"Patchistry MCP server — AI agent commerce tools (list canvases, list patches, recommend builds, shipping, contact). Built with Model Context Protocol SDK. Deployable to Vercel free tier.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y patchistry-mcp-server","author":"patchistry","version":"1.0.0","tags":["mcp","real","javascript","patchistry","agentic-commerce"],"source":{"type":"github","url":"https://github.com/patchistry/patchistry-mcp-server","note":"Real MCP server. 1 stars. Language: JavaScript. Last push: 2026-06-15T20:05:23Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-patchistry-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-patchistry-mcp-server"},{"id":"mn-real-investoragent","name":"investor-agent","slug":"real-investor-agent","description":"A Model Context Protocol server for building an investor agent","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/ferdousbhai/investor-agent","author":"ferdousbhai","version":"1.0.0","tags":["mcp","real","typescript","ferdousbhai"],"source":{"type":"github","url":"https://github.com/ferdousbhai/investor-agent","note":"Real MCP server. 340 stars. Language: TypeScript. Last push: 2026-05-14T00:58:14Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-investor-agent.svg","page_url":"https://www.marketnow.site/s/real-investor-agent"},{"id":"mn-real-flox","name":"flox","slug":"real-flox","description":"AI-native framework for building trading systems with polyglot bindings.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y flox","author":"FLOX-Foundation","version":"1.0.0","tags":["mcp","real","c++","flox-foundation","algorithmic-trading"],"source":{"type":"github","url":"https://github.com/FLOX-Foundation/flox","note":"Real MCP server. 217 stars. Language: C++. Last push: 2026-07-02T04:40:15Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-flox.svg","page_url":"https://www.marketnow.site/s/real-flox"},{"id":"mn-real-builderssodaxmcpserv","name":"builders-sodax-mcp-server","slug":"real-builders-sodax-mcp-server","description":"get instant access to SODAX API data plus SDK documentation","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/gosodax/builders-sodax-mcp-server","author":"gosodax","version":"1.0.0","tags":["mcp","real","typescript","gosodax"],"source":{"type":"github","url":"https://github.com/gosodax/builders-sodax-mcp-server","note":"Real MCP server. 8 stars. Language: TypeScript. Last push: 2026-07-05T20:31:58Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-builders-sodax-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-builders-sodax-mcp-server"},{"id":"mn-real-wick","name":"Wick","slug":"real-wick","description":"Roslyn-enriched C# exception telemetry for Godot Engine, exposed over MCP","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/buildepicshit/Wick","author":"buildepicshit","version":"1.0.0","tags":["mcp","real","c#","buildepicshit","ai-tools"],"source":{"type":"github","url":"https://github.com/buildepicshit/Wick","note":"Real MCP server. 19 stars. Language: C#. Last push: 2026-06-22T12:34:33Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-wick.svg","page_url":"https://www.marketnow.site/s/real-wick"},{"id":"mn-real-openontologies","name":"open-ontologies","slug":"real-open-ontologies","description":"AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL tableaux reasoner, SH","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install open-ontologies","author":"fabio-rovai","version":"1.0.0","tags":["mcp","real","rust","fabio-rovai","ai-native"],"source":{"type":"github","url":"https://github.com/fabio-rovai/open-ontologies","note":"Real MCP server. 178 stars. Language: Rust. Last push: 2026-07-04T23:01:09Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-open-ontologies.svg","page_url":"https://www.marketnow.site/s/real-open-ontologies"},{"id":"mn-real-markmap","name":"markmap","slug":"real-markmap","description":"Build mindmaps with plain text","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y markmap","author":"markmap","version":"1.0.0","tags":["mcp","real","typescript","markmap","markmap"],"source":{"type":"github","url":"https://github.com/markmap/markmap","note":"Real MCP server. 12928 stars. Language: TypeScript. Last push: 2026-06-21T03:38:23Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":90,"badge_url":"https://www.marketnow.site/api/badge/real-markmap.svg","page_url":"https://www.marketnow.site/s/real-markmap"},{"id":"mn-real-codecortex","name":"CodeCortex","slug":"real-codecortex","description":"Persistent codebase knowledge layer for AI agents. Pre-builds architecture, dependency, coupling, and risk knowledge served via MCP. 27 languages, 13 tools.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/rushikeshmore/CodeCortex","author":"rushikeshmore","version":"1.0.0","tags":["mcp","real","typescript","rushikeshmore","ai-agents"],"source":{"type":"github","url":"https://github.com/rushikeshmore/CodeCortex","note":"Real MCP server. 6 stars. Language: TypeScript. Last push: 2026-04-21T10:19:29Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-codecortex.svg","page_url":"https://www.marketnow.site/s/real-codecortex"},{"id":"mn-real-worldmodelmcp","name":"world-model-mcp","slug":"real-world-model-mcp","description":"A production-ready MCP server that builds a world model for codebases, preventing hallucinations, repeated mistakes, and regressions in Claude Code.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install world-model-mcp || uvx world-model-mcp","author":"SaravananJaichandar","version":"1.0.0","tags":["mcp","real","python","saravananjaichandar","ai-coding"],"source":{"type":"github","url":"https://github.com/SaravananJaichandar/world-model-mcp","note":"Real MCP server. 17 stars. Language: Python. Last push: 2026-07-06T03:13:02Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-world-model-mcp.svg","page_url":"https://www.marketnow.site/s/real-world-model-mcp"},{"id":"mn-real-foundersignalmcp","name":"foundersignal-mcp","slug":"real-foundersignal-mcp","description":"MCP server that gives Claude access to curated market intelligence such as revenue data, growth signals and community pain points to find SaaS ideas worth building.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y foundersignal-mcp","author":"carlosalvite","version":"1.0.0","tags":["mcp","real","javascript","carlosalvite","ai-tools"],"source":{"type":"github","url":"https://github.com/carlosalvite/foundersignal-mcp","note":"Real MCP server. 1 stars. Language: JavaScript. Last push: 2026-05-28T20:51:14Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-foundersignal-mcp.svg","page_url":"https://www.marketnow.site/s/real-foundersignal-mcp"},{"id":"mn-real-pmcopilot","name":"pm-copilot","slug":"real-pm-copilot","description":"MCP server that triangulates customer support tickets and feature requests to help PMs decide what to build next","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/dkships/pm-copilot","author":"dkships","version":"1.0.0","tags":["mcp","real","typescript","dkships","ai-tools"],"source":{"type":"github","url":"https://github.com/dkships/pm-copilot","note":"Real MCP server. 27 stars. Language: TypeScript. Last push: 2026-07-02T03:30:28Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-pm-copilot.svg","page_url":"https://www.marketnow.site/s/real-pm-copilot"},{"id":"mn-real-idearealitymcp","name":"idea-reality-mcp","slug":"real-idea-reality-mcp","description":"Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.","category":"Version Control","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install idea-reality-mcp || uvx idea-reality-mcp","author":"mnemox-ai","version":"1.0.0","tags":["mcp","real","python","mnemox-ai","ai-agents"],"source":{"type":"github","url":"https://github.com/mnemox-ai/idea-reality-mcp","note":"Real MCP server. 754 stars. Language: Python. Last push: 2026-07-05T17:21:14Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-idea-reality-mcp.svg","page_url":"https://www.marketnow.site/s/real-idea-reality-mcp"},{"id":"mn-real-dappiermcp","name":"dappier-mcp","slug":"real-dappier-mcp","description":"Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install dappier-mcp || uvx dappier-mcp","author":"DappierAI","version":"1.0.0","tags":["mcp","real","python","dappierai"],"source":{"type":"github","url":"https://github.com/DappierAI/dappier-mcp","note":"Real MCP server. 41 stars. Language: Python. Last push: 2025-06-27T08:49:05Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-dappier-mcp.svg","page_url":"https://www.marketnow.site/s/real-dappier-mcp"},{"id":"mn-real-captchamcp","name":"captcha-mcp","slug":"real-captcha-mcp","description":"MCP server for PoW + Lightning agent auth — charge AI agents per-call without accounts. npm: @powforge/captcha-mcp","category":"Security","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/zekebuilds-lab/captcha-mcp","author":"zekebuilds-lab","version":"1.0.0","tags":["mcp","real","javascript","zekebuilds-lab","agent-auth"],"source":{"type":"github","url":"https://github.com/zekebuilds-lab/captcha-mcp","note":"Real MCP server. 1 stars. Language: JavaScript. Last push: 2026-05-14T01:49:41Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-captcha-mcp.svg","page_url":"https://www.marketnow.site/s/real-captcha-mcp"},{"id":"mn-real-mcpwebsitepublishera","name":"mcp-websitepublisher-ai","slug":"real-mcp-websitepublisher-ai","description":"Build and publish websites through AI conversation. 27+ MCP tools, OAuth 2.1 auto-discovery. Works with Claude, ChatGPT, Mistral/Le Chat, Cursor and more.","category":"Security","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/megberts/mcp-websitepublisher-ai","author":"megberts","version":"1.0.0","tags":["mcp","real","unknown","megberts","ai"],"source":{"type":"github","url":"https://github.com/megberts/mcp-websitepublisher-ai","note":"Real MCP server. 2 stars. Language: Unknown. Last push: 2026-04-09T08:54:12Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-websitepublisher-ai.svg","page_url":"https://www.marketnow.site/s/real-mcp-websitepublisher-ai"},{"id":"mn-real-flompt","name":"flompt","slug":"real-flompt","description":"flow + prompt = flompt - Visual AI Prompt Builder. Decompose, edit as flowchart, recompile into optimized machine-readable prompts","category":"Browser Automation","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/Nyrok/flompt","author":"Nyrok","version":"1.0.0","tags":["mcp","real","typescript","nyrok","ai"],"source":{"type":"github","url":"https://github.com/Nyrok/flompt","note":"Real MCP server. 123 stars. Language: TypeScript. Last push: 2026-03-30T15:03:11Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-flompt.svg","page_url":"https://www.marketnow.site/s/real-flompt"},{"id":"mn-real-heym","name":"heym","slug":"real-heym","description":"Build AI workflows by prompt or visual canvas. Heym is source-available and self-hosted, with agents, RAG, MCP, HITL, observability, evals, token cost tracking and more.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install heym || uvx heym","author":"heymrun","version":"1.0.0","tags":["mcp","real","python","heymrun","ai-agents"],"source":{"type":"github","url":"https://github.com/heymrun/heym","note":"Real MCP server. 680 stars. Language: Python. Last push: 2026-07-05T21:45:41Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-heym.svg","page_url":"https://www.marketnow.site/s/real-heym"},{"id":"mn-real-gomcp","name":"gomcp","slug":"real-gomcp","description":"  The fast, idiomatic way to build MCP servers in Go. Gin-like DX with struct-tag auto schema, middleware, adapters for Gin/OpenAPI/gRPC.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/zhangpanda/gomcp","author":"zhangpanda","version":"1.0.0","tags":["mcp","real","go","zhangpanda","ai"],"source":{"type":"github","url":"https://github.com/zhangpanda/gomcp","note":"Real MCP server. 14 stars. Language: Go. Last push: 2026-07-03T18:47:21Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-gomcp.svg","page_url":"https://www.marketnow.site/s/real-gomcp"},{"id":"mn-real-rocketrideserver","name":"rocketride-server","slug":"real-rocketride-server","description":"High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all f","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install rocketride-server || uvx rocketride-server","author":"rocketride-org","version":"1.0.0","tags":["mcp","real","python","rocketride-org","ai"],"source":{"type":"github","url":"https://github.com/rocketride-org/rocketride-server","note":"Real MCP server. 4928 stars. Language: Python. Last push: 2026-07-05T20:14:22Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-rocketride-server.svg","page_url":"https://www.marketnow.site/s/real-rocketride-server"},{"id":"mn-real-ruflo","name":"ruflo","slug":"real-ruflo","description":"🌊 The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, R","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y ruflo","author":"ruvnet","version":"1.0.0","tags":["mcp","real","typescript","ruvnet","agentic-ai"],"source":{"type":"github","url":"https://github.com/ruvnet/ruflo","note":"Real MCP server. 63176 stars. Language: TypeScript. Last push: 2026-07-06T02:45:05Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":90,"badge_url":"https://www.marketnow.site/api/badge/real-ruflo.svg","page_url":"https://www.marketnow.site/s/real-ruflo"},{"id":"mn-real-maxkb","name":"MaxKB","slug":"real-maxkb","description":"🔥 MaxKB is an open-source platform for building enterprise-grade agents.  强大易用的开源企业级智能体平台。","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install MaxKB || uvx MaxKB","author":"1Panel-dev","version":"1.0.0","tags":["mcp","real","python","1panel-dev","agent"],"source":{"type":"github","url":"https://github.com/1Panel-dev/MaxKB","note":"Real MCP server. 21889 stars. Language: Python. Last push: 2026-07-06T03:13:40Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":90,"badge_url":"https://www.marketnow.site/api/badge/real-maxkb.svg","page_url":"https://www.marketnow.site/s/real-maxkb"},{"id":"mn-real-triggerdev","name":"trigger.dev","slug":"real-trigger-dev","description":"Trigger.dev – build and deploy fully‑managed AI agents and workflows","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y trigger.dev","author":"triggerdotdev","version":"1.0.0","tags":["mcp","real","typescript","triggerdotdev","ai"],"source":{"type":"github","url":"https://github.com/triggerdotdev/trigger.dev","note":"Real MCP server. 15575 stars. Language: TypeScript. Last push: 2026-07-06T02:57:27Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":90,"badge_url":"https://www.marketnow.site/api/badge/real-trigger-dev.svg","page_url":"https://www.marketnow.site/s/real-trigger-dev"},{"id":"mn-real-xiaozhiesp32server","name":"xiaozhi-esp32-server","slug":"real-xiaozhi-esp32-server","description":"本项目为xiaozhi-esp32提供后端服务，帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 device control server.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/xinnan-tech/xiaozhi-esp32-server","author":"xinnan-tech","version":"1.0.0","tags":["mcp","real","javascript","xinnan-tech","dify"],"source":{"type":"github","url":"https://github.com/xinnan-tech/xiaozhi-esp32-server","note":"Real MCP server. 9983 stars. Language: JavaScript. Last push: 2026-07-01T07:02:33Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-xiaozhi-esp32-server.svg","page_url":"https://www.marketnow.site/s/real-xiaozhi-esp32-server"},{"id":"mn-real-fastagent","name":"fast-agent","slug":"real-fast-agent","description":"Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support","category":"Developer Tools","price":0,"free":true,"sentinel_score":2,"review_status":"auto-scanned","risk_level":"red","install":"pip install fast-agent || uvx fast-agent","author":"evalstate","version":"1.0.0","tags":["mcp","real","python","evalstate","a2a"],"source":{"type":"github","url":"https://github.com/evalstate/fast-agent","note":"Real MCP server. 3851 stars. Language: Python. Last push: 2026-07-05T22:38:08Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-fast-agent.svg","page_url":"https://www.marketnow.site/s/real-fast-agent"},{"id":"mn-real-buildwithclaude","name":"buildwithclaude","slug":"real-buildwithclaude","description":"A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/davepoon/buildwithclaude","author":"davepoon","version":"1.0.0","tags":["mcp","real","typescript","davepoon","claude"],"source":{"type":"github","url":"https://github.com/davepoon/buildwithclaude","note":"Real MCP server. 3147 stars. Language: TypeScript. Last push: 2026-07-04T12:19:37Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-buildwithclaude.svg","page_url":"https://www.marketnow.site/s/real-buildwithclaude"},{"id":"mn-real-nunu","name":"nunu","slug":"real-nunu","description":"A CLI tool for building Go applications.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/go-nunu/nunu","author":"go-nunu","version":"1.0.0","tags":["mcp","real","go","go-nunu","ddd"],"source":{"type":"github","url":"https://github.com/go-nunu/nunu","note":"Real MCP server. 2583 stars. Language: Go. Last push: 2026-04-26T16:40:41Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-nunu.svg","page_url":"https://www.marketnow.site/s/real-nunu"},{"id":"mn-real-fusio","name":"fusio","slug":"real-fusio","description":"Self-Hosted API Management for Builders","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y fusio","author":"apioo","version":"1.0.0","tags":["mcp","real","php","apioo","ai"],"source":{"type":"github","url":"https://github.com/apioo/fusio","note":"Real MCP server. 2101 stars. Language: PHP. Last push: 2026-06-04T22:41:29Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-fusio.svg","page_url":"https://www.marketnow.site/s/real-fusio"},{"id":"mn-real-dataapibuilder","name":"data-api-builder","slug":"real-data-api-builder","description":"Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.","category":"Data","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/Azure/data-api-builder","author":"Azure","version":"1.0.0","tags":["mcp","real","c#","azure","api"],"source":{"type":"github","url":"https://github.com/Azure/data-api-builder","note":"Real MCP server. 1457 stars. Language: C#. Last push: 2026-07-03T14:29:39Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-data-api-builder.svg","page_url":"https://www.marketnow.site/s/real-data-api-builder"},{"id":"mn-real-arcademcp","name":"arcade-mcp","slug":"real-arcade-mcp","description":"MCP Server Framework and Tool Development library for building custom capabilities into agents. ","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install arcade-mcp || uvx arcade-mcp","author":"ArcadeAI","version":"1.0.0","tags":["mcp","real","python","arcadeai","ai"],"source":{"type":"github","url":"https://github.com/ArcadeAI/arcade-mcp","note":"Real MCP server. 951 stars. Language: Python. Last push: 2026-07-06T02:25:22Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-arcade-mcp.svg","page_url":"https://www.marketnow.site/s/real-arcade-mcp"},{"id":"mn-real-alpacamcpserver","name":"alpaca-mcp-server","slug":"real-alpaca-mcp-server","description":"Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs","category":"Finance","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install alpaca-mcp-server || uvx alpaca-mcp-server","author":"alpacahq","version":"1.0.0","tags":["mcp","real","python","alpacahq","ai-trading"],"source":{"type":"github","url":"https://github.com/alpacahq/alpaca-mcp-server","note":"Real MCP server. 859 stars. Language: Python. Last push: 2026-07-01T20:10:22Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-alpaca-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-alpaca-mcp-server"},{"id":"mn-real-golf","name":"golf","slug":"real-golf","description":"Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents ","category":"Security","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install golf || uvx golf","author":"golf-mcp","version":"1.0.0","tags":["mcp","real","python","golf-mcp","agent-runtime"],"source":{"type":"github","url":"https://github.com/golf-mcp/golf","note":"Real MCP server. 835 stars. Language: Python. Last push: 2026-05-08T14:44:01Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-golf.svg","page_url":"https://www.marketnow.site/s/real-golf"},{"id":"mn-real-minecraftmcpserver","name":"minecraft-mcp-server","slug":"real-minecraft-mcp-server","description":"A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game env","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y minecraft-mcp-server","author":"yuniko-software","version":"1.0.0","tags":["mcp","real","typescript","yuniko-software","artificial-intelligence"],"source":{"type":"github","url":"https://github.com/yuniko-software/minecraft-mcp-server","note":"Real MCP server. 640 stars. Language: TypeScript. Last push: 2026-04-04T20:59:29Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-minecraft-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-minecraft-mcp-server"},{"id":"mn-real-assetopsbench","name":"AssetOpsBench","slug":"real-assetopsbench","description":"AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scena","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install AssetOpsBench || uvx AssetOpsBench","author":"IBM","version":"1.0.0","tags":["mcp","real","python","ibm","ai-for-physical-assets"],"source":{"type":"github","url":"https://github.com/IBM/AssetOpsBench","note":"Real MCP server. 1970 stars. Language: Python. Last push: 2026-07-04T21:45:20Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-assetopsbench.svg","page_url":"https://www.marketnow.site/s/real-assetopsbench"},{"id":"mn-real-trpcagentgo","name":"trpc-agent-go","slug":"real-trpc-agent-go","description":"A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/trpc-group/trpc-agent-go","author":"trpc-group","version":"1.0.0","tags":["mcp","real","go","trpc-group","a2a"],"source":{"type":"github","url":"https://github.com/trpc-group/trpc-agent-go","note":"Real MCP server. 1504 stars. Language: Go. Last push: 2026-07-06T01:53:26Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-trpc-agent-go.svg","page_url":"https://www.marketnow.site/s/real-trpc-agent-go"},{"id":"mn-real-ainativelang","name":"ainativelang","slug":"real-ainativelang","description":"AINL helps turn AI from \"a smart conversation\" into \"a structured worker.\"  It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, v","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install ainativelang || uvx ainativelang","author":"sbhooley","version":"1.0.0","tags":["mcp","real","python","sbhooley","agent-orchestration"],"source":{"type":"github","url":"https://github.com/sbhooley/ainativelang","note":"Real MCP server. 824 stars. Language: Python. Last push: 2026-06-25T08:30:27Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-ainativelang.svg","page_url":"https://www.marketnow.site/s/real-ainativelang"},{"id":"mn-real-mcpsharp","name":"MCPSharp","slug":"real-mcpsharp","description":"MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI assistants and models.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/afrise/MCPSharp","author":"afrise","version":"1.0.0","tags":["mcp","real","c#","afrise","ai"],"source":{"type":"github","url":"https://github.com/afrise/MCPSharp","note":"Real MCP server. 373 stars. Language: C#. Last push: 2025-10-20T19:24:35Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":71,"badge_url":"https://www.marketnow.site/api/badge/real-mcpsharp.svg","page_url":"https://www.marketnow.site/s/real-mcpsharp"},{"id":"mn-real-truememory","name":"TrueMemory","slug":"real-truememory","description":"The memory your AI should have had from the start. Automatic capture, automatic recall, 100% local. One SQLite file, zero cloud. Works with Claude Code, Claude CLI, Cursor, Codex CLI, Gemini CLI.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install TrueMemory || uvx TrueMemory","author":"buildingjoshbetter","version":"1.0.0","tags":["mcp","real","python","buildingjoshbetter","agent-memory"],"source":{"type":"github","url":"https://github.com/buildingjoshbetter/TrueMemory","note":"Real MCP server. 363 stars. Language: Python. Last push: 2026-06-24T09:07:07Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-truememory.svg","page_url":"https://www.marketnow.site/s/real-truememory"},{"id":"mn-real-unitymcpserver","name":"unity-mcp-server","slug":"real-unity-mcp-server","description":"Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene management, GameObjects, components, builds, profiling, Shad","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y unity-mcp-server","author":"AnkleBreaker-Studio","version":"1.0.0","tags":["mcp","real","javascript","anklebreaker-studio","ai"],"source":{"type":"github","url":"https://github.com/AnkleBreaker-Studio/unity-mcp-server","note":"Real MCP server. 314 stars. Language: JavaScript. Last push: 2026-06-04T14:56:49Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-unity-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-unity-mcp-server"},{"id":"mn-real-contextengineeringfo","name":"Context-Engineering-for-Multi-Agent-Systems","slug":"real-context-engineering-for-multi-agent-syst","description":"Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for th","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/Denis2054/Context-Engineering-for-Multi-Agent-Systems","author":"Denis2054","version":"1.0.0","tags":["mcp","real","jupyter notebook","denis2054","agentic-ai"],"source":{"type":"github","url":"https://github.com/Denis2054/Context-Engineering-for-Multi-Agent-Systems","note":"Real MCP server. 262 stars. Language: Jupyter Notebook. Last push: 2026-06-22T18:44:36Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-context-engineering-for-multi-agent-syst.svg","page_url":"https://www.marketnow.site/s/real-context-engineering-for-multi-agent-syst"},{"id":"mn-real-rustmcpsdk","name":"rust-mcp-sdk","slug":"real-rust-mcp-sdk","description":"A high-performance, asynchronous toolkit for building MCP servers and clients in Rust.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install rust-mcp-sdk","author":"rust-mcp-stack","version":"1.0.0","tags":["mcp","real","rust","rust-mcp-stack","crates-io"],"source":{"type":"github","url":"https://github.com/rust-mcp-stack/rust-mcp-sdk","note":"Real MCP server. 183 stars. Language: Rust. Last push: 2026-06-29T21:15:16Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-rust-mcp-sdk.svg","page_url":"https://www.marketnow.site/s/real-rust-mcp-sdk"},{"id":"mn-real-core","name":"core","slug":"real-core","description":"A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y core","author":"opensumi","version":"1.0.0","tags":["mcp","real","typescript","opensumi","ai"],"source":{"type":"github","url":"https://github.com/opensumi/core","note":"Real MCP server. 3639 stars. Language: TypeScript. Last push: 2026-07-03T04:59:29Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-core.svg","page_url":"https://www.marketnow.site/s/real-core"},{"id":"mn-real-agenttoolkitforaws","name":"agent-toolkit-for-aws","slug":"real-agent-toolkit-for-aws","description":"Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS","category":"Cloud Platforms","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install agent-toolkit-for-aws || uvx agent-toolkit-for-aws","author":"aws","version":"1.0.0","tags":["mcp","real","python","aws"],"source":{"type":"github","url":"https://github.com/aws/agent-toolkit-for-aws","note":"Real MCP server. 1769 stars. Language: Python. Last push: 2026-07-03T18:43:03Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-agent-toolkit-for-aws.svg","page_url":"https://www.marketnow.site/s/real-agent-toolkit-for-aws"},{"id":"mn-real-dockermcptutorial","name":"docker-mcp-tutorial","slug":"real-docker-mcp-tutorial","description":"Complete tutorial materials for building MCP servers with Docker - from NetworkChuck's video","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/theNetworkChuck/docker-mcp-tutorial","author":"theNetworkChuck","version":"1.0.0","tags":["mcp","real","unknown","thenetworkchuck"],"source":{"type":"github","url":"https://github.com/theNetworkChuck/docker-mcp-tutorial","note":"Real MCP server. 1582 stars. Language: Unknown. Last push: 2025-09-12T15:21:49Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":81,"badge_url":"https://www.marketnow.site/api/badge/real-docker-mcp-tutorial.svg","page_url":"https://www.marketnow.site/s/real-docker-mcp-tutorial"},{"id":"mn-real-mcp-x49","name":"mcp","slug":"real-mcp-49","description":"Rapidly build MCP servers for your Laravel applications.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp","author":"laravel","version":"1.0.0","tags":["mcp","real","php","laravel"],"source":{"type":"github","url":"https://github.com/laravel/mcp","note":"Real MCP server. 773 stars. Language: PHP. Last push: 2026-07-03T14:41:36Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-49.svg","page_url":"https://www.marketnow.site/s/real-mcp-49"},{"id":"mn-real-contextportal","name":"context-portal","slug":"real-context-portal","description":"Context Portal (ConPort): A memory bank MCP server building a project-specific knowledge graph to supercharge AI assistants. Enables powerful Retrieval Augmented Generation (RAG) for context-aware dev","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install context-portal || uvx context-portal","author":"GreatScottyMac","version":"1.0.0","tags":["mcp","real","python","greatscottymac"],"source":{"type":"github","url":"https://github.com/GreatScottyMac/context-portal","note":"Real MCP server. 763 stars. Language: Python. Last push: 2026-01-27T00:06:16Z. 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