Model and agent tools MCP servers

8,862 servers

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

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1. MW mcp-web-extractor-aj org.pypi/mcp-web-extractor-aj 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

2. MW mcp-web-extractor-riversoft org.pypi/mcp-web-extractor-riversoft 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

3. MW mcp-web-extractor-sadasiba org.pypi/mcp-web-extractor-sadasiba 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

4. MC mcpxcodebuild org.pypi/mcpxcodebuild 0.7 · 15/100

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

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   Developer tools PyPI Local MIT

5. MC mcpzoo-classify-prompt org.pypi/mcpzoo-classify-prompt 0.7 · 15/100

   MCP tool: 生成文本分类的提示词模板

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   Model and agent tools PyPI Local MIT

6. ME mcpzoo-extract-prompt org.pypi/mcpzoo-extract-prompt 0.7 · 15/100

   MCP tool: 生成信息提取的提示词模板

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   Model and agent tools PyPI Local MIT

7. MZ mcp-zoomeye-org org.pypi/mcp-zoomeye-org 0.7 · 15/100

   A Model Context Protocol server providing tools for ZoomEye queries for LLMs

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   Model and agent tools PyPI Local MIT

8. MP mcpzoo-prompt org.pypi/mcpzoo-prompt 0.7 · 15/100

   MCP tool: 根据场景生成结构化的 AI 提示词

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   Model and agent tools PyPI Local MIT

9. MS mcpzoo-summarize-prompt org.pypi/mcpzoo-summarize-prompt 0.7 · 15/100

   MCP tool: 生成文本摘要的提示词模板

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   Model and agent tools PyPI Local MIT

10. MT mcpzoo-translate-prompt org.pypi/mcpzoo-translate-prompt 0.7 · 15/100

    MCP tool: 生成多语言翻译的提示词模板

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    Model and agent tools PyPI Local MIT

11. MI miamcpdoc org.pypi/miamcpdoc 0.7 · 15/100

    Mia's Server llms-txt documentation over MCP

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    Docs and knowledge bases PyPI Local MIT

12. MM mojawave-mcp org.pypi/mojawave-mcp 0.7 · 15/100

    MojaWave MCP server — connect Claude, ChatGPT, Gemini and any MCP-compatible AI to the MojaWave SMS and Email API

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    Communication and chat PyPI Local MIT

13. MT momcp-tui org.pypi/momcp-tui 0.7 · 15/100

    A TUI-based multi-MCP tool orchestrator written in Python.

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    Model and agent tools PyPI Local MIT

14. MM monocle-mcp org.pypi/monocle-mcp 0.7 · 15/100

    Monocle MCP server: prompts and tools for enabling and analyzing Monocle tracing in GenAI apps.

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    Model and agent tools PyPI Local APACHE-2.0

15. MM mpc-mcp-server org.pypi/mpc-mcp-server 0.7 · 15/100

    Metastable Propositional Calculus — thermodynamic framework for resource-bounded inference

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    Model and agent tools PyPI Local MIT

16. MG mseep-gemini-lg-mcp org.pypi/mseep-gemini-lg-mcp 0.7 · 15/100

    Gemini-powered research agent MCP server

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    Model and agent tools PyPI Local MIT

17. ML mseep-langchain-mcp-adapters org.pypi/mseep-langchain-mcp-adapters 0.7 · 15/100

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

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    Model and agent tools PyPI Local MIT

18. ML mseep-langgraph-mcp org.pypi/mseep-langgraph-mcp 0.7 · 15/100

    LangGraph solution template for MCP

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    Model and agent tools PyPI Local MIT

19. MM mseep-mcp-llms-txt org.pypi/mseep-mcp-llms-txt 0.7 · 15/100

    MCP Server for llms.txt

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    Model and agent tools PyPI Local MIT

20. MM mseep-mcp-server-ietf org.pypi/mseep-mcp-server-ietf 0.7 · 15/100

    A Model Context Protocol server for fetching ietf documents for LLMs

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    Office documents and spreadsheets PyPI Local MIT

21. MM mseep-mcp-server-unitycatalog org.pypi/mseep-mcp-server-unitycatalog 0.7 · 15/100

    A Model Context Protocol server that enables LLM agents to execute Unity Catalog functions seamlessly.

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    Model and agent tools PyPI Local MIT

22. MP mseep-prometeo-mcp org.pypi/mseep-prometeo-mcp 0.7 · 15/100

    Prometeo MCP server interface for testing and integration with LLMs.

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    Developer tools PyPI Local MIT

23. MA msty-admin-mcp org.pypi/msty-admin-mcp 0.7 · 15/100

    Comprehensive MCP server for administering Msty Studio Desktop 2.9+ with 56 tools, Studio entity inventory, insights analytics, Nexus bridge, Bloom evaluation, and a Cursor-agent handoff for local mod

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    Data warehouses and analytics PyPI Local MIT

24. NB nano-banana-gio-mcp org.pypi/nano-banana-gio-mcp 0.7 · 15/100

    MCP server pour génération d'images avec Gemini

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    Design and media PyPI Local MIT

25. NM nebulagraph-mcp-server org.pypi/nebulagraph-mcp-server 0.7 · 15/100

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

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    Model and agent tools PyPI Local APACHE-2.0

26. OA omni-ai-mcp org.pypi/omni-ai-mcp 0.7 · 15/100

    Multi-AI MCP bridge: Gemini + OpenRouter (400+ models) — text, code, image, video, TTS, RAG, Deep Research

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    Design and media PyPI Local MIT

27. OM orchestra-mcp org.pypi/orchestra-mcp 0.7 · 15/100

    MCP server testing and orchestration tool

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    Developer tools PyPI Local PROPRIETARY

28. PM pape-mcp-server-time org.pypi/pape-mcp-server-time 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

29. PM parapetai-mcp org.pypi/parapetai-mcp 0.7 · 15/100

    MCP server for Claude Code (and other MCP clients): device-code login to a Parapet control plane, provisioning agents, and pulling the exact quickstart config a codebase needs -- ships eight packaged

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    Developer tools PyPI Local MIT

30. PA pinkpixel-agentskills-mcp org.pypi/pinkpixel-agentskills-mcp 0.7 · 15/100

    MCP server for discovering, reading, and installing agent skills from curated GitHub repositories.

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    Git and code hosting PyPI Local MIT

31. PM pkulaw-mcp-proxy org.pypi/pkulaw-mcp-proxy 0.7 · 15/100

    PKULAW MCP server proxy

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    Model and agent tools PyPI Local MIT

32. P2 platform-2step-mcp org.pypi/platform-2step-mcp 0.7 · 15/100

    MCP server for Platform-2Step API with human-in-the-loop confirmation

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    Model and agent tools PyPI Local MIT

33. PM promptdefend-mcp org.pypi/promptdefend-mcp 0.7 · 15/100

    Prompt Defend MCP Server - 16-Layer Guardrails for AI Agents

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    Model and agent tools PyPI Local PROPRIETARY

34. PT prompt-to-mcp org.pypi/prompt-to-mcp 0.7 · 15/100

    Describe the MCP server you want, point at an OpenAPI spec, and get a small curated FastMCP server (a few workflow-level tools, not hundreds of endpoint clones) plus a built-in eval harness that measu

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    Model and agent tools PyPI Local MIT

35. PE prospector-energy-mcp org.pypi/prospector-energy-mcp 0.7 · 15/100

    MCP server for Prospector Labs Energy Data API — interconnection queues, tax credits, developer intelligence, and deal sourcing. Supports agent payments via MPP.

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    Finance and payments PyPI Local MIT

36. PM pt-mcp org.pypi/pt-mcp 0.7 · 15/100

    PowerTokens MCP Server — 让 AI Agent 通过 MCP 协议调用国产 AI 模型（DeepSeek/GLM/Qwen/Seedream/Seedance/Kling）

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    Model and agent tools PyPI Local MIT

37. PC py-code-agent-mcp-gateway org.pypi/py-code-agent-mcp-gateway 0.7 · 15/100

    MCP Gateway plugin for Py Code Agent - connect MCP servers and expose their tools

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    Model and agent tools PyPI Local MIT

38. QC qualys-cli-mcp org.pypi/qualys-cli-mcp 0.7 · 15/100

    Model Context Protocol (MCP) server giving any LLM secure, audited access to the Qualys Cloud Platform (VM, PM, WAS, TotalCloud, Container Security, CSAM, and more).

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    DevOps and infrastructure PyPI Local MIT

39. QM quantum-mcp org.pypi/quantum-mcp 0.7 · 15/100

    Quantum Computing and Multi-Agent Orchestration MCP Server for Azure Quantum

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    Model and agent tools PyPI Local MIT

40. RM reach-mcp org.pypi/reach-mcp 0.7 · 15/100

    Multi-source search MCP server for AI agents. Search Reddit, X, YouTube, HN, GitHub, arXiv, Polymarket, 微博, 知乎, 豆瓣, 头条, 雪球, V2EX, B站, 小宇宙 & more — 30 sources across Chinese & English platforms with ad

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    Git and code hosting PyPI Local MIT

41. RM readless-mcp org.pypi/readless-mcp 0.7 · 15/100

    Claude Code plugin (MCP server) that speaks status, summaries, and blockers via edge-tts (free, online, bilingual) with optional OpenAI / ElevenLabs / OS-native backends.

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    Design and media PyPI Local APACHE-2.0

42. RB reasoning-bank-mcp org.pypi/reasoning-bank-mcp 0.7 · 15/100

    ReasoningBank MCP Server - Memory-augmented reasoning for AI agents

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    Model and agent tools PyPI Local MIT

43. RA rednote-analyzer-mcp org.pypi/rednote-analyzer-mcp 0.7 · 15/100

    An MCP server that enables LLMs to analyze, understand, and generate RedNote (小红书) content through structured tools and prompts.

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    Model and agent tools PyPI Local MIT

44. RM rossum-mcp org.pypi/rossum-mcp 0.7 · 15/100

    MCP server for AI-powered Rossum orchestration: document workflows, debug pipelines automatically, and configure intelligent document processing through natural language.

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    Developer tools PyPI Local MIT

45. SM scrub-mcp org.pypi/scrub-mcp 0.7 · 15/100

    DSPy-powered code hygiene pipeline over MCP

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    DevOps and infrastructure PyPI Local MIT

46. SM skillinfer-mcp org.pypi/skillinfer-mcp 0.7 · 15/100

    MCP server for skillinfer — Bayesian skill inference for AI agents and humans

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    Model and agent tools PyPI Local MIT

47. ST slim-tg-mcp org.pypi/slim-tg-mcp 0.7 · 15/100

    Slim Telegram MCP server with skill-based lazy loading, encrypted sessions, and prompt-injection defense

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    Communication and chat PyPI Local APACHE-2.0

48. SM solscan-mcp-server org.pypi/solscan-mcp-server 0.7 · 15/100

    A Model Context Protocol server providing tools to interact with the Solscan Pro API via LLMs

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    Model and agent tools PyPI Local MIT