Model and agent tools MCP servers

8,861 servers

Call other models, run sub-agents, manage prompts and evaluate outputs.

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1. IM internship-mcp org.pypi/internship-mcp 0.7 · 15/100

   Vendor-neutral MCP server for the Internship Apply Agent — deterministic tools, all AI reasoning done by the calling agent, all PII kept local.

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   Security PyPI Local MIT

2. JM jh-mes-mcp org.pypi/jh-mes-mcp 0.7 · 15/100

   JH-MES MCP Gateway Bridge - STDIO to HTTP

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   Model and agent tools PyPI Local MIT

3. LM labgrid-mcp org.pypi/labgrid-mcp 0.7 · 15/100

   MCP server exposing labgrid hardware-in-the-loop device operations to LLM agents

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   Model and agent tools PyPI Local APACHE-2.0

4. LC langgraph-context-mcp org.pypi/langgraph-context-mcp 0.7 · 15/100

   MCP server that parses LangGraph Python codebases into a structural graph model and layers local semantic search on top.

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   Model and agent tools PyPI Local MIT

5. LI lightmcp org.pypi/lightmcp 0.7 · 15/100

   A lightweight MCP tool layer for LLM agent frameworks.

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   Model and agent tools PyPI Local MIT

6. LI linkedmcp org.pypi/linkedmcp 0.7 · 15/100

   MCP server to get help with Linkedin content using LLM

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   Model and agent tools PyPI Local MIT

7. LC llm-council-mcp org.pypi/llm-council-mcp 0.7 · 15/100

   LLM-based council/consensus tool for multi-persona AI deliberation

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   Model and agent tools PyPI Local MIT

8. LC log-context-mcp org.pypi/log-context-mcp 0.7 · 15/100

   Token-efficient log preprocessing MCP server for LLM coding agents

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   Coding agent tools PyPI Local MIT

9. MS matlab-simulink-mcp org.pypi/matlab-simulink-mcp 0.7 · 15/100

   An MCP server for allowing LLMs to interact with MATLAB and Simulink

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   Model and agent tools PyPI Local MIT

10. MA mcp-agent-review org.pypi/mcp-agent-review 0.7 · 15/100

    Agentic code review MCP server powered by OpenAI-compatible models (defaults to free GitHub Models)

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    Developer tools PyPI Local MIT

11. MC mcpandroidbuild org.pypi/mcpandroidbuild 0.7 · 15/100

    A MCP tool that builds Android project and send error back. It also helps to run test and feed the error back to llm.

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    Model and agent tools PyPI Local MIT

12. MA mcp-asr org.pypi/mcp-asr 0.7 · 15/100

    A secure stdio MCP server for OpenAI-compatible ASR endpoints

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    Model and agent tools PyPI Local MIT

13. MA mcp-audit-gateway org.pypi/mcp-audit-gateway 0.7 · 15/100

    MCP gateway adding per-tool RBAC, tenant isolation, audit export, and PII redaction to any server.

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    Security PyPI Local MIT

14. MB mcp-brain-router org.pypi/mcp-brain-router 0.7 · 15/100

    MCP connector for multi-backend LLM routing (DeepSeek, GLM, Codex) with native Claude Code orchestration

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    Model and agent tools PyPI Local MIT

15. MC mcp-caste-cypher org.pypi/mcp-caste-cypher 0.7 · 15/100

    MCP server for converting caste CSV data to Neo4j Cypher queries using Gemini AI

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    Databases PyPI Local MIT

16. MD mcp-dataforge org.pypi/mcp-dataforge 0.7 · 15/100

    Multi-agent data engineering framework — MCP-native

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    Model and agent tools PyPI Local APACHE-2.0

17. MD mcp-deepthinking org.pypi/mcp-deepthinking 0.7 · 15/100

    MCP server providing a 'deepthinking' tool powered by Groq LLMs for complex reasoning.

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    Model and agent tools PyPI Local MIT-AND-(APACHE-2.0-OR-BSD-2-CLAUSE)

18. MF mcp-fetch org.pypi/mcp-fetch 0.7 · 15/100

    A Model Context Protocol server providing tools to fetch and convert web content for usage by LLMs (robots.txt checking removed)

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    Web search and scraping PyPI Local MIT

19. MF mcp-fetch-sample org.pypi/mcp-fetch-sample 0.7 · 15/100

    A Model Context Protocol server providing tools to fetch and convert web content for usage by LLMs

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    Web search and scraping PyPI Local MIT

20. MG mcp-gateway org.pypi/mcp-gateway 0.7 · 15/100

    A gateway for MCP servers

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    Model and agent tools PyPI Local MIT

21. MG mcp-ghost org.pypi/mcp-ghost 0.7 · 15/100

    Intelligent MCP tool orchestration library with Claude Desktop-level capabilities

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    Model and agent tools PyPI Local MIT

22. MI mcp-ikman-extractor org.pypi/mcp-ikman-extractor 0.7 · 15/100

    MCP server that extracts content from ikman.lk for LLMs

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    Model and agent tools PyPI Local MIT

23. ML mcp-local-vision org.pypi/mcp-local-vision 0.7 · 15/100

    MCP Server that enables local agentic flows or inference to capture and to 'see/analyze' images in a continuous loop (for example, when using LMStudio for Agentic Flow and a VLM can retrieve but not a

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    Design and media PyPI Local MIT

24. MM mcp-minion org.pypi/mcp-minion 0.7 · 15/100

    A minimal ReAct agent over MCP servers via OpenRouter

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    Model and agent tools PyPI Local MIT

25. MP mcp-proxy-sigv4 org.pypi/mcp-proxy-sigv4 0.7 · 15/100

    MCP proxy server with AWS SigV4 authentication and OAuth support

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    Model and agent tools PyPI Local MIT

26. MR mcp-router-use org.pypi/mcp-router-use 0.7 · 15/100

    MCP Library for LLMs

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    MCP development PyPI Local MIT

27. MC mcpscope-cli org.pypi/mcpscope-cli 0.7 · 15/100

    Charles Proxy for AI tool calls — a local-first MCP proxy that records what your real agent actually does.

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    Model and agent tools PyPI Local APACHE-2.0

28. MS mcp-server-dexscreener org.pypi/mcp-server-dexscreener 0.7 · 15/100

    A Model Context Protocol server providing tools to fetch and convert content from dexscreener for usage by LLMs

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    Model and agent tools PyPI Local MIT

29. MS mcp-server-aistudio org.pypi/mcp-server-aistudio 0.7 · 15/100

    A Model Context Protocol server for Google AI Studio automation with Playwright, providing tools, resources, and prompts for end-to-end development workflows

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    Model and agent tools PyPI Local MIT

30. MS mcp-server-ancestry org.pypi/mcp-server-ancestry 0.7 · 15/100

    A Model Context Protocol server providing functionality to GEDCOM files via LLM usage

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    Files and storage PyPI Local MIT

31. MS mcp-server-architect org.pypi/mcp-server-architect 0.7 · 15/100

    AI Software Architect MCP Server that generates PRDs and provides reasoning assistance

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    Model and agent tools PyPI Local MIT

32. MS mcp-server-fetch2 org.pypi/mcp-server-fetch2 0.7 · 15/100

    A Model Context Protocol server providing tools to fetch and convert web content for usage by LLMs

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    Web search and scraping PyPI Local MIT

33. MS mcp-server-fetch-louiscklaw org.pypi/mcp-server-fetch-louiscklaw 0.7 · 15/100

    A Model Context Protocol server providing tools to fetch and convert web content for usage by LLMs

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    Web search and scraping PyPI Local MIT

34. MS mcp-server-fetch-save org.pypi/mcp-server-fetch-save 0.7 · 15/100

    A Model Context Protocol server providing tools to fetch and save web content for usage by LLMs

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    Web search and scraping PyPI Local MIT

35. MS mcp-server-fetch-sse org.pypi/mcp-server-fetch-sse 0.7 · 15/100

    A Model Context Protocol server providing tools to fetch and convert web content for usage by LLMs with SSE transport support

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    Web search and scraping PyPI Local MIT

36. MS mcp-server-fetch-tom org.pypi/mcp-server-fetch-tom 0.7 · 15/100

    A Model Context Protocol server providing tools to fetch and convert web content for usage by LLMs, with prompt injection safeguards

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    Model and agent tools PyPI Local MIT

37. MS mcp-server-gac org.pypi/mcp-server-gac 0.7 · 15/100

    A Model Context Protocol server providing tools for Yunaq GAC queries for LLMs

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    Model and agent tools PyPI Local MIT

38. MS mcp-server-multi-fetch org.pypi/mcp-server-multi-fetch 0.7 · 15/100

    A Model Context Protocol server providing tools to fetch and convert web content for usage by LLMs

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    Web search and scraping PyPI Local MIT

39. MS mcp-server-nbotbb org.pypi/mcp-server-nbotbb 0.7 · 15/100

    A Model Context Protocol server providing tools for time queries and timezone conversions for LLMs

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    Model and agent tools PyPI Local MIT

40. MS mcp-server-openai org.pypi/mcp-server-openai 0.7 · 15/100

    A Model Context Protocol server providing tools to manage OpenAI API keys & spending

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    Model and agent tools PyPI Local MIT

41. MS mcp-server-opendal org.pypi/mcp-server-opendal 0.7 · 15/100

    A Model Context Protocol server providing tools to access storage services for usage by LLMs

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    Files and storage PyPI Local APACHE-2.0

42. MS mcp-server-tcp org.pypi/mcp-server-tcp 0.7 · 15/100

    A versatile TCP client/server proxy MCP server for LLMs

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    Model and agent tools PyPI Local APACHE-2.0

43. MS mcp-server-time-allenash-pypi-test org.pypi/mcp-server-time-allenash-pypi-test 0.7 · 15/100

    A Model Context Protocol server providing tools for time queries and timezone conversions for LLMs

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    Model and agent tools PyPI Local APACHE-2.0

44. MS mcp-server-timewyb org.pypi/mcp-server-timewyb 0.7 · 15/100

    A Model Context Protocol server providing tools for time queries and timezone conversions for LLMs

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    Model and agent tools PyPI Local MIT

45. MS mcp-server-w org.pypi/mcp-server-w 0.7 · 15/100

    A Model Context Protocol server providing tools for time queries and timezone conversions for LLMs

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    Model and agent tools PyPI Local MIT

46. MS mcp-simple-openai-assistant org.pypi/mcp-simple-openai-assistant 0.7 · 15/100

    A simple MCP server for interacting with OpenAI assistants

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    Model and agent tools PyPI Local MIT

47. MV mcp-vision-recognition org.pypi/mcp-vision-recognition 0.7 · 15/100

    MCP server for image recognition using Anthropic and OpenAI vision APIs

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    Design and media PyPI Local MIT

48. MW mcp-web-extractor org.pypi/mcp-web-extractor 0.7 · 15/100

    MCP server that extracts content from web pages for LLMs

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    Web search and scraping PyPI Local MIT