Model and agent tools MCP servers

8,867 servers

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

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1. MT mcpx-toolkit org.pypi/mcpx-toolkit 0.5 · 9/100

   MCP proxy server - aggregate multiple MCP servers into 3 progressive tools

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   Model and agent tools PyPI Local

2. MM mdict-mcp org.pypi/mdict-mcp 0.5 · 9/100

   MCP server to allow LLMs to read MDX/MDD dictionary files directly

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   Files and storage PyPI Local

3. MI modelscope-image-gen-mcp org.pypi/modelscope-image-gen-mcp 0.5 · 9/100

   A Model Context Protocol (MCP) server to generate images by text prompts via modelscope

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   Design and media PyPI Local

4. MB mseep-bayesian-mcp org.pypi/mseep-bayesian-mcp 0.5 · 9/100

   Bayesian reasoning MCP server for LLMs

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   Model and agent tools PyPI Local

5. MF mseep-fast-agent-mcp org.pypi/mseep-fast-agent-mcp 0.5 · 9/100

   Define, Prompt and Test MCP enabled Agents and Workflows

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   Model and agent tools PyPI Local

6. ML mseep-langchain-with-mcp org.pypi/mseep-langchain-with-mcp 0.5 · 9/100

   Add your description here

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   Model and agent tools PyPI Local

7. MM mseep-matlabmcp org.pypi/mseep-matlabmcp 0.5 · 9/100

   MATLAB MCP server to run MATLAB code from LLM via the MATLAB Engine API.

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   Model and agent tools PyPI Local

8. MM mseep-mcp-llm-bridge org.pypi/mseep-mcp-llm-bridge 0.5 · 9/100

   Bridge between MCP protocol and LLM clients

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   Model and agent tools PyPI Local

9. MM mseep-mcp-mistral-ocr org.pypi/mseep-mcp-mistral-ocr 0.5 · 9/100

   MCP Server for OCR processing using Mistral AI

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   Office documents and spreadsheets PyPI Local

10. MM mseep-mcp-prompt-optimizer org.pypi/mseep-mcp-prompt-optimizer 0.5 · 9/100

    MCP server for optimizing AI prompts

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    Model and agent tools PyPI Local

11. MM mseep-mcp-prompt-tester org.pypi/mseep-mcp-prompt-tester 0.5 · 9/100

    MCP server for testing LLM prompts with different providers

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    Model and agent tools PyPI Local

12. MM mseep-mcp-registry org.pypi/mseep-mcp-registry 0.5 · 9/100

    A registry for MCP servers

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    Model and agent tools PyPI Local

13. MM mseep-mcp-rocq org.pypi/mseep-mcp-rocq 0.5 · 9/100

    MCP server for advanced logical reasoning using Coq

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    Model and agent tools PyPI Local

14. MM mseep-mcp-security-sandbox org.pypi/mseep-mcp-security-sandbox 0.5 · 9/100

    An experimental sandbox and a lab to explore mcp hosts, mcp clients, and mcp servers. Perform attacks agaisnt mcp servers and abuse LLMs

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    Security PyPI Local

15. MM mseep-mcp-server-openai org.pypi/mseep-mcp-server-openai 0.5 · 9/100

    MCP server for OpenAI API integration

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    Model and agent tools PyPI Local

16. MM mseep-meta-prompt-mcp org.pypi/mseep-meta-prompt-mcp 0.5 · 9/100

    Add your description here

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    Model and agent tools PyPI Local

17. MO mseep-openai-tool2mcp org.pypi/mseep-openai-tool2mcp 0.5 · 9/100

    A MCP wrapper server for OpenAI built-in tools. You can use openai search and computer use on Claude APP!

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    Model and agent tools PyPI Local

18. MO mseep-openai-websearch-mcp org.pypi/mseep-openai-websearch-mcp 0.5 · 9/100

    using openai websearch as mcp server

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    Model and agent tools PyPI Local

19. MO mseep-openapi-mcp-proxy org.pypi/mseep-openapi-mcp-proxy 0.5 · 9/100

    MCP Server for OpenAPI Schema Exploration

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    Developer tools PyPI Local

20. MP mseep-py-engineering-improve-prompt-mcp org.pypi/mseep-py-engineering-improve-prompt-mcp 0.5 · 9/100

    Add your description here

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    Model and agent tools PyPI Local

21. MS mseep-stk-mcp org.pypi/mseep-stk-mcp 0.5 · 9/100

    STK-MCP, an MCP server allowing LLMs to interact with Ansys/AGI STK - Digital Mission Engineering Software

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    Model and agent tools PyPI Local

22. MU mseep-unitree-go2-mcp-server org.pypi/mseep-unitree-go2-mcp-server 0.5 · 9/100

    The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.

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    Model and agent tools PyPI Local

23. OM ocr-mcp org.pypi/ocr-mcp 0.5 · 9/100

    MCP server for OCR with multiple backends (Marker, DeepSeek, Mistral)

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    Office documents and spreadsheets PyPI Local

24. OD odmcp org.pypi/odmcp 0.5 · 9/100

    Python MCP servers exposing Open Data to compatible LLM clients.

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    Model and agent tools PyPI Local

25. OA openai-admin-usage-mcp-server org.pypi/openai-admin-usage-mcp-server 0.5 · 9/100

    MCP server exposing OpenAI organization costs endpoint as a tool

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    Model and agent tools PyPI Local

26. OM openai-mcp-server org.pypi/openai-mcp-server 0.5 · 9/100

    Dockerized MCP server for OpenAI models

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    Model and agent tools PyPI Local

27. OT openai-tts-mcp-server org.pypi/openai-tts-mcp-server 0.5 · 9/100

    An MCP server integrating with OpenAI TTS (text-to-speech) API

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    Design and media PyPI Local

28. OB openrouter-banana-mcp org.pypi/openrouter-banana-mcp 0.5 · 9/100

    MCP server that generates images via OpenRouter using google/gemini-3-pro-image-preview.

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    Model and agent tools PyPI Local

29. OM openrouter-mcp org.pypi/openrouter-mcp 0.5 · 9/100

    MCP server for OpenRouter model discovery

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    Model and agent tools PyPI Local

30. OL orange-langchain-mcp-adapters org.pypi/orange-langchain-mcp-adapters 0.5 · 9/100

    Make Anthropic Model Context Protocol (MCP) tools compatible with LangChain and LangGraph agents.

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    Model and agent tools PyPI Local

31. OM orange-mcp-llm-bridge org.pypi/orange-mcp-llm-bridge 0.5 · 9/100

    Bridge between MCP protocol and LLM clients

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    Model and agent tools PyPI Local

32. OS osmcp org.pypi/osmcp 0.5 · 9/100

    Python MCP servers exposing Swiss Open Data to compatible LLM clients.

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    Model and agent tools PyPI Local

33. OM owlt-mcp-server org.pypi/owlt-mcp-server 0.5 · 9/100

    A translator named owlt mcp server powered by professional LLMs

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    Model and agent tools PyPI Local

34. PM paybito-mcp org.pypi/paybito-mcp 0.5 · 9/100

    PayBito infrastructure knowledge helper for AI agents — injects PayBito API expertise (Resources + Prompts, no live actions) into any MCP-capable AI platform.

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    Model and agent tools PyPI Local

35. PM pdform-mcp org.pypi/pdform-mcp 0.5 · 9/100

    Tools for LLMs to inspect and understand PDFs on a deep structural level

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    Office documents and spreadsheets PyPI Local

36. PE pentestMCP org.pypi/pentestmcp 0.5 · 9/100

    This is an MCP server that exposes red team tools for active directory pentesting to LLMs

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    Security PyPI Local

37. PM plex-mcp org.pypi/plex-mcp 0.5 · 9/100

    A MCP server to allow LLM's to interact with your plex server

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    Model and agent tools PyPI Local

38. PM portone-mcp-server org.pypi/portone-mcp-server 0.5 · 9/100

    포트원 사용자를 위한 MCP (Model Context Protocol) 서버입니다. 포트원 개발자센터, 헬프센터 등 공식 문서 내용을 LLM(Large Language Model)에 제공해 정확한 정보를 바탕으로 사용자의 연동 및 질의를 돕도록 합니다.

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    Model and agent tools PyPI Local

39. PI python-interpreter-mcp org.pypi/python-interpreter-mcp 0.5 · 9/100

    A Model Context Server providing simple features to automate python script execution via LLMs

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    Model and agent tools PyPI Local

40. RM refract-mcp org.pypi/refract-mcp 0.5 · 9/100

    MCP proxy that compresses tool schemas — up to -98% tokens, 100% signal preserved

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    Model and agent tools PyPI Local

41. RM remind-mcp org.pypi/remind-mcp 0.5 · 9/100

    Agent-driven memory layer for LLMs with temporal facts, semantic retrieval, and structured curation

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    Memory and context PyPI Local

42. RA research-assistant-mcp-huangshuai org.pypi/research-assistant-mcp-huangshuai 0.5 · 9/100

    科研资料云端整理助手（基于 MCP Server 与 DeepSeek 模型）

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    Science and research PyPI Local

43. RS resume-screening-mcp org.pypi/resume-screening-mcp 0.5 · 9/100

    Resume screening service using LLM

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    Model and agent tools PyPI Local

44. R2 rko-2026-mcp-proxy org.pypi/rko-2026-mcp-proxy 0.5 · 9/100

    Add your description here

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    Model and agent tools PyPI Local

45. SM scalene-mcp org.pypi/scalene-mcp 0.5 · 9/100

    FastMCP server providing LLM-optimized access to Scalene profiler

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    Model and agent tools PyPI Local

46. SM sdominanta-mcp org.pypi/sdominanta-mcp 0.5 · 9/100

    Sdominanta.net Multi-Agent Control Plane and Pa2ap Bridge

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    Project management PyPI Local

47. SN shuttlet_nano_banana_mcp org.pypi/shuttlet-nano-banana-mcp 0.5 · 9/100

    Nano-Banana MCP Server - 基于 gemini-2.5-flash-image-preview 的画图 API

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    Design and media PyPI Local

48. SM sktime-mcp org.pypi/sktime-mcp 0.5 · 9/100

    MCP (Model Context Protocol) layer for sktime - Registry-Driven for LLMs

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    Model and agent tools PyPI Local