{"page":1,"limit":100,"total":655,"total_catalog":67759,"catalog_meta":{"core_certified":58629,"community_indexed":9130,"aggregate_tracked":64349,"total_all":132108,"tiers_doc":"core = evidence-gated (adoption/verification/age) | community = indexed with weak signal, trust<=55 | aggregate = tracking-only inventory (see /api/community)"},"total_pages":7,"has_next":true,"has_prev":false,"sources":{"github":12148,"npm-registry":24788,"pypi":14311,"smithery":6195,"official-registry":9076,"crates":750,"docker":491},"skills":[{"id":"mn-gen-00003","name":"discord-mcp","slug":"real-discord-mcp","description":"A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.","category":"Communication","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y discord-mcp","author":"SaseQ","version":"1.0.0","tags":["mcp","real","java","saseq","ai"],"source":{"type":"github","url":"https://github.com/SaseQ/discord-mcp","note":"Real MCP server. 385 stars. Language: Java. Last push: 2026-04-25T13:55:22Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-discord-mcp.svg","page_url":"https://www.marketnow.site/s/real-discord-mcp"},{"id":"mn-gen-01058","name":"mcp-server-atlassian-confluence","slug":"real-mcp-server-atlassian-confluence","description":"Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly ","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/aashari/mcp-server-atlassian-confluence","author":"aashari","version":"1.0.0","tags":["mcp","real","typescript","aashari","ai"],"source":{"type":"github","url":"https://github.com/aashari/mcp-server-atlassian-confluence","note":"Real MCP server. 60 stars. Language: TypeScript. Last push: 2026-02-22T12:53:41Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":66,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-server-atlassian-confluence.svg","page_url":"https://www.marketnow.site/s/real-mcp-server-atlassian-confluence"},{"id":"mn-gen-09799","name":"agency-orchestrator","slug":"real-agency-orchestrator","description":"🚀 One sentence → multi-AI-role collaboration → complete plan in minutes. Built on the agency-agents role library (216+ experts), zero-code YAML, web Studio + desktop app, 10 LLM providers (7 free). 基","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y agency-orchestrator","author":"jnMetaCode","version":"1.0.0","tags":["mcp","real","typescript","jnmetacode","agency-agents"],"source":{"type":"github","url":"https://github.com/jnMetaCode/agency-orchestrator","note":"Real MCP server. 1653 stars. Language: TypeScript. Last push: 2026-07-05T06:45:20Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-agency-orchestrator.svg","page_url":"https://www.marketnow.site/s/real-agency-orchestrator"},{"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-11182","name":"replicate-flux-mcp","slug":"real-replicate-flux-mcp","description":"MCP for Replicate Flux Model - A powerful tool for generating customized images and SVG assets that match specific coding vibes and aesthetic styles. Streamline your visual asset creation process with","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y replicate-flux-mcp","author":"awkoy","version":"1.0.0","tags":["mcp","real","typescript","awkoy","ai-image-generation"],"source":{"type":"github","url":"https://github.com/awkoy/replicate-flux-mcp","note":"Real MCP server. 104 stars. Language: TypeScript. Last push: 2026-06-14T13:12:11Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-replicate-flux-mcp.svg","page_url":"https://www.marketnow.site/s/real-replicate-flux-mcp"},{"id":"mn-awmcp-prims","name":"PRIMS","slug":"awmcp-prims","description":"MCP server from hileamlakB/PRIMS. 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/hileamlakB/PRIMS","author":"hileamlakB","version":"1.0.0","tags":["mcp","awesome-mcp","community"],"source":{"type":"github","url":"https://github.com/hileamlakB/PRIMS","note":"Imported from awesome-mcp-servers. Repo: hileamlakB/PRIMS."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":48,"badge_url":"https://www.marketnow.site/api/badge/awmcp-prims.svg","page_url":"https://www.marketnow.site/s/awmcp-prims"},{"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-nvimmcp","name":"nvim-mcp","slug":"real-nvim-mcp","description":"A Model Context Protocol (MCP) server that provides seamless integration with Neovim instances, enabling AI assistants to interact with your editor through connections and access diagnostic informatio","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install nvim-mcp","author":"linw1995","version":"1.0.0","tags":["mcp","real","rust","linw1995","lsp"],"source":{"type":"github","url":"https://github.com/linw1995/nvim-mcp","note":"Real MCP server. 61 stars. Language: Rust. Last push: 2026-07-02T00:49:55Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-nvim-mcp.svg","page_url":"https://www.marketnow.site/s/real-nvim-mcp"},{"id":"mn-real-locustmcpserver","name":"locust-mcp-server","slug":"real-locust-mcp-server","description":"A Model Context Protocol (MCP) server implementation for running Locust load tests. This server enables seamless integration of Locust load testing capabilities with AI-powered development environment","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install locust-mcp-server || uvx locust-mcp-server","author":"QAInsights","version":"1.0.0","tags":["mcp","real","python","qainsights","locust"],"source":{"type":"github","url":"https://github.com/QAInsights/locust-mcp-server","note":"Real MCP server. 14 stars. Language: Python. Last push: 2025-04-06T23:41:42Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-locust-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-locust-mcp-server"},{"id":"mn-real-jiragithubmcp","name":"jira-github-mcp","slug":"real-jira-github-mcp","description":"A Model Context Protocol (MCP) server exposing Jira and GitHub actions as AI tools to streamline developer workflows end-to-end.","category":"Version Control","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install jira-github-mcp || uvx jira-github-mcp","author":"TamarEngel","version":"1.0.0","tags":["mcp","real","python","tamarengel"],"source":{"type":"github","url":"https://github.com/TamarEngel/jira-github-mcp","note":"Real MCP server. 2 stars. Language: Python. Last push: 2026-01-09T02:41:39Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":61,"badge_url":"https://www.marketnow.site/api/badge/real-jira-github-mcp.svg","page_url":"https://www.marketnow.site/s/real-jira-github-mcp"},{"id":"mn-real-tarn","name":"tarn","slug":"real-tarn","description":"CLI-first API testing tool. YAML-defined tests, structured JSON output, built for AI-assisted workflows.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install tarn","author":"NazarKalytiuk","version":"1.0.0","tags":["mcp","real","rust","nazarkalytiuk"],"source":{"type":"github","url":"https://github.com/NazarKalytiuk/tarn","note":"Real MCP server. 5 stars. Language: Rust. Last push: 2026-06-04T13:49:59Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-tarn.svg","page_url":"https://www.marketnow.site/s/real-tarn"},{"id":"mn-real-espmcp","name":"esp-mcp","slug":"real-esp-mcp","description":"Centralize ESP32 related commands and simplify getting started with seamless, LLM-driven interaction and help.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install esp-mcp || uvx esp-mcp","author":"horw","version":"1.0.0","tags":["mcp","real","python","horw","esp-idf"],"source":{"type":"github","url":"https://github.com/horw/esp-mcp","note":"Real MCP server. 153 stars. Language: Python. Last push: 2025-12-27T01:32:27Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":71,"badge_url":"https://www.marketnow.site/api/badge/real-esp-mcp.svg","page_url":"https://www.marketnow.site/s/real-esp-mcp"},{"id":"mn-real-mcp-x28","name":"mcp","slug":"real-mcp-28","description":"Twelve Data MCP (Model Context Protocol) Server provides seamless, real-time access to financial market data via WebSocket, enabling reliable streaming of price quotes, market metrics, and events dire","category":"Monitoring","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp || uvx mcp","author":"twelvedata","version":"1.0.0","tags":["mcp","real","python","twelvedata","claude"],"source":{"type":"github","url":"https://github.com/twelvedata/mcp","note":"Real MCP server. 71 stars. Language: Python. Last push: 2026-06-18T04:41:17Z. 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-28.svg","page_url":"https://www.marketnow.site/s/real-mcp-28"},{"id":"mn-real-scherlok","name":"scherlok","slug":"real-scherlok","description":"A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install scherlok || uvx scherlok","author":"rbmuller","version":"1.0.0","tags":["mcp","real","python","rbmuller","anomaly-detection"],"source":{"type":"github","url":"https://github.com/rbmuller/scherlok","note":"Real MCP server. 7 stars. Language: Python. Last push: 2026-06-10T14:17:40Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-scherlok.svg","page_url":"https://www.marketnow.site/s/real-scherlok"},{"id":"mn-real-mcpguardian","name":"mcp-guardian","slug":"real-mcp-guardian","description":"Security, cost, and health governance proxy for MCP infrastructure — YAML policy engine, OAuth 2.1/OIDC, web dashboard, mTLS, semantic shell analysis, STRIDE threat model","category":"Security","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-guardian","author":"rudraneel93","version":"1.0.0","tags":["mcp","real","typescript","rudraneel93","audit"],"source":{"type":"github","url":"https://github.com/rudraneel93/mcp-guardian","note":"Real MCP server. 3 stars. Language: TypeScript. Last push: 2026-06-07T21:54:02Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-guardian.svg","page_url":"https://www.marketnow.site/s/real-mcp-guardian"},{"id":"mn-real-binaryninjamcp","name":"binary_ninja_mcp","slug":"real-binary-ninja-mcp","description":"A Binary Ninja plugin containing an MCP server that enables seamless integration with your favorite LLM/MCP client.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install binary_ninja_mcp || uvx binary_ninja_mcp","author":"fosdickio","version":"1.0.0","tags":["mcp","real","python","fosdickio"],"source":{"type":"github","url":"https://github.com/fosdickio/binary_ninja_mcp","note":"Real MCP server. 399 stars. Language: Python. Last push: 2026-04-05T19:38:07Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-binary-ninja-mcp.svg","page_url":"https://www.marketnow.site/s/real-binary-ninja-mcp"},{"id":"mn-real-gitlabmrmcp","name":"gitlab-mr-mcp","slug":"real-gitlab-mr-mcp","description":"Interact seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease.","category":"Version Control","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y gitlab-mr-mcp","author":"kopfrechner","version":"1.0.0","tags":["mcp","real","javascript","kopfrechner","gitlab"],"source":{"type":"github","url":"https://github.com/kopfrechner/gitlab-mr-mcp","note":"Real MCP server. 93 stars. Language: JavaScript. Last push: 2026-05-12T05:36:59Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-gitlab-mr-mcp.svg","page_url":"https://www.marketnow.site/s/real-gitlab-mr-mcp"},{"id":"mn-real-kanboardmcp","name":"kanboard-mcp","slug":"real-kanboard-mcp","description":"A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/bivex/kanboard-mcp","author":"bivex","version":"1.0.0","tags":["mcp","real","go","bivex","ai-agent"],"source":{"type":"github","url":"https://github.com/bivex/kanboard-mcp","note":"Real MCP server. 23 stars. Language: Go. Last push: 2026-06-12T13:39:28Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-kanboard-mcp.svg","page_url":"https://www.marketnow.site/s/real-kanboard-mcp"},{"id":"mn-real-dagu","name":"dagu","slug":"real-dagu","description":"Local-first workflow engine with a Web UI for small teams. Define DAGs in a declarative YAML format. Self-contained and no DBMS required. Use any AI agent to manage your DAGs.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/dagucloud/dagu","author":"dagucloud","version":"1.0.0","tags":["mcp","real","go","dagucloud","agentic-workflow"],"source":{"type":"github","url":"https://github.com/dagucloud/dagu","note":"Real MCP server. 3608 stars. Language: Go. Last push: 2026-07-05T12:09:10Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-dagu.svg","page_url":"https://www.marketnow.site/s/real-dagu"},{"id":"mn-real-dive","name":"Dive","slug":"real-dive","description":"Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/OpenAgentPlatform/Dive","author":"OpenAgentPlatform","version":"1.0.0","tags":["mcp","real","typescript","openagentplatform","ai"],"source":{"type":"github","url":"https://github.com/OpenAgentPlatform/Dive","note":"Real MCP server. 1794 stars. Language: TypeScript. Last push: 2026-04-01T21:59:58Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-dive.svg","page_url":"https://www.marketnow.site/s/real-dive"},{"id":"mn-real-mcphubnvim","name":"mcphub.nvim","slug":"real-mcphub-nvim","description":"An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/ravitemer/mcphub.nvim","author":"ravitemer","version":"1.0.0","tags":["mcp","real","lua","ravitemer","avante"],"source":{"type":"github","url":"https://github.com/ravitemer/mcphub.nvim","note":"Real MCP server. 1780 stars. Language: Lua. Last push: 2026-01-18T10:00:29Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":81,"badge_url":"https://www.marketnow.site/api/badge/real-mcphub-nvim.svg","page_url":"https://www.marketnow.site/s/real-mcphub-nvim"},{"id":"mn-real-flowlike","name":"flow-like","slug":"real-flow-like","description":"Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/Rheosoph/flow-like","author":"Rheosoph","version":"1.0.0","tags":["mcp","real","typescript","rheosoph","agents"],"source":{"type":"github","url":"https://github.com/Rheosoph/flow-like","note":"Real MCP server. 909 stars. Language: TypeScript. Last push: 2026-07-05T10:48:56Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-flow-like.svg","page_url":"https://www.marketnow.site/s/real-flow-like"},{"id":"mn-real-capa","name":"capa","slug":"real-capa","description":"One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Codex, Windsurf, GitHub Copilot, and 30+ other AI coding agents","category":"Version Control","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y capa","author":"infragate","version":"1.0.0","tags":["mcp","real","typescript","infragate","agentic-workflow"],"source":{"type":"github","url":"https://github.com/infragate/capa","note":"Real MCP server. 678 stars. Language: TypeScript. Last push: 2026-07-03T21:34:29Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-capa.svg","page_url":"https://www.marketnow.site/s/real-capa"},{"id":"mn-real-casdoor","name":"casdoor","slug":"real-casdoor","description":"An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA, ","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/casdoor/casdoor","author":"casdoor","version":"1.0.0","tags":["mcp","real","go","casdoor","agent"],"source":{"type":"github","url":"https://github.com/casdoor/casdoor","note":"Real MCP server. 13875 stars. Language: Go. Last push: 2026-07-05T13:47:57Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":90,"badge_url":"https://www.marketnow.site/api/badge/real-casdoor.svg","page_url":"https://www.marketnow.site/s/real-casdoor"},{"id":"mn-real-mcpgo","name":"mcp-go","slug":"real-mcp-go","description":"A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/mark3labs/mcp-go","author":"mark3labs","version":"1.0.0","tags":["mcp","real","go","mark3labs"],"source":{"type":"github","url":"https://github.com/mark3labs/mcp-go","note":"Real MCP server. 8862 stars. Language: Go. Last push: 2026-06-25T13:40:26Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-go.svg","page_url":"https://www.marketnow.site/s/real-mcp-go"},{"id":"mn-real-todoforai","name":"todo-for-ai","slug":"real-todo-for-ai","description":"🤖 A comprehensive task management system specifically designed for AI assistants. Supports project management, task tracking, team collaboration, and seamless AI integration through MCP (Model Contex","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/todo-for-ai/todo-for-ai","author":"todo-for-ai","version":"1.0.0","tags":["mcp","real","shell","todo-for-ai","ai-coding-tools"],"source":{"type":"github","url":"https://github.com/todo-for-ai/todo-for-ai","note":"Real MCP server. 1172 stars. Language: Shell. Last push: 2026-06-02T14:51:31Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-todo-for-ai.svg","page_url":"https://www.marketnow.site/s/real-todo-for-ai"},{"id":"mn-real-langgraphmcpagents","name":"langgraph-mcp-agents","slug":"real-langgraph-mcp-agents","description":"LangGraph-powered ReAct agent with Model Context Protocol (MCP) integration. A Streamlit web interface for dynamically configuring, deploying, and interacting with AI agents capable of accessing vario","category":"AI/ML","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install langgraph-mcp-agents || uvx langgraph-mcp-agents","author":"braincrew-lab","version":"1.0.0","tags":["mcp","real","python","braincrew-lab"],"source":{"type":"github","url":"https://github.com/braincrew-lab/langgraph-mcp-agents","note":"Real MCP server. 709 stars. Language: Python. Last push: 2025-04-14T11:00:22Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":73,"badge_url":"https://www.marketnow.site/api/badge/real-langgraph-mcp-agents.svg","page_url":"https://www.marketnow.site/s/real-langgraph-mcp-agents"},{"id":"mn-real-gomcp-x2","name":"go-mcp","slug":"real-go-mcp","description":"Go-MCP is a powerful Go(Golang) version of the MCP SDK that implements the Model Context Protocol (MCP) to facilitate seamless communication between external systems and AI applications. ","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/ThinkInAIXYZ/go-mcp","author":"ThinkInAIXYZ","version":"1.0.0","tags":["mcp","real","go","thinkinaixyz"],"source":{"type":"github","url":"https://github.com/ThinkInAIXYZ/go-mcp","note":"Real MCP server. 671 stars. Language: Go. Last push: 2026-06-29T07:20:06Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-go-mcp.svg","page_url":"https://www.marketnow.site/s/real-go-mcp"},{"id":"mn-real-jiramcp","name":"jira-mcp","slug":"real-jira-mcp","description":"A Go-based MCP (Model Control Protocol) connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform comm","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/nguyenvanduocit/jira-mcp","author":"nguyenvanduocit","version":"1.0.0","tags":["mcp","real","go","nguyenvanduocit","ai"],"source":{"type":"github","url":"https://github.com/nguyenvanduocit/jira-mcp","note":"Real MCP server. 92 stars. Language: Go. 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Compose agents, RAG pipelines, and MCP servers in one YAML file and run them anywhere.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install model-compose","author":"hanyeol","version":"1.0.0","tags":["mcp","real","python","hanyeol"],"source":{"type":"github","url":"https://github.com/hanyeol/model-compose","note":"Real MCP server. 75 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-model-compose.svg","page_url":"https://www.marketnow.site/s/real-model-compose"},{"id":"mn-real-gargantua","name":"gargantua","slug":"real-gargantua","description":"Native macOS system cleaner with YAML-driven safety rules, local AI explainability via MLX, and an MCP server for agent-controlled cleanup workflows.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y gargantua","author":"inceptyon-labs","version":"1.0.0","tags":["mcp","real","swift","inceptyon-labs"],"source":{"type":"github","url":"https://github.com/inceptyon-labs/gargantua","note":"Real MCP server. 74 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-gargantua.svg","page_url":"https://www.marketnow.site/s/real-gargantua"},{"id":"mn-real-mcpplayground","name":"mcp-playground","slug":"real-mcp-playground","description":"A Streamlit-based chat app for LLMs with plug-and-play tool support via Model Context Protocol (MCP), powered by LangChain, LangGraph, and Docker.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-playground","author":"Elkhn","version":"1.0.0","tags":["mcp","real","python","elkhn"],"source":{"type":"github","url":"https://github.com/Elkhn/mcp-playground","note":"Real MCP server. 45 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-playground.svg","page_url":"https://www.marketnow.site/s/real-mcp-playground"},{"id":"mn-real-llamamcpstreamlit","name":"LLaMa-MCP-Streamlit","slug":"real-llama-mcp-streamlit","description":"AI assistant built with Streamlit, NVIDIA NIM (LLaMa 3.3:70B) / Ollama, and Model Control Protocol (MCP).","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install LLaMa-MCP-Streamlit","author":"Nikunj2003","version":"1.0.0","tags":["mcp","real","python","nikunj2003"],"source":{"type":"github","url":"https://github.com/Nikunj2003/LLaMa-MCP-Streamlit","note":"Real MCP server. 43 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-llama-mcp-streamlit.svg","page_url":"https://www.marketnow.site/s/real-llama-mcp-streamlit"},{"id":"mn-real-mache","name":"mache","slug":"real-mache","description":"IDE-style navigation for structured data — code, JSON, YAML. Jump to definitions, find callers, follow references. Available as an MCP server or a mounted folder.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mache","author":"agentic-research","version":"1.0.0","tags":["mcp","real","c","agentic-research"],"source":{"type":"github","url":"https://github.com/agentic-research/mache","note":"Real MCP server. 41 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mache.svg","page_url":"https://www.marketnow.site/s/real-mache"},{"id":"mn-real-ghmcp","name":"gh-mcp","slug":"real-gh-mcp","description":"A GitHub CLI extension that seamlessly runs the github-mcp-server using your existing gh authentication. 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