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. IM iflow-mcp_webdevtodayjason-a2amcp org.pypi/iflow-mcp-webdevtodayjason-a2amcp 0.5 · 9/100

   Agent-to-Agent Model Context Protocol Server with Redis Backend

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   Databases PyPI Local

2. IM iflow-mcp_web-eval-agent org.pypi/iflow-mcp-web-eval-agent 0.5 · 9/100

   Operative AI - WebAgentEval Agent

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   Model and agent tools PyPI Local

3. IM iflow-mcp_xd3an-sequential-thinking-mcp org.pypi/iflow-mcp-xd3an-sequential-thinking-mcp 0.5 · 9/100

   Add your description here

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   Model and agent tools PyPI Local

4. IM iflow-mcp_yahelb05-mcp-proxy org.pypi/iflow-mcp-yahelb05-mcp-proxy 0.5 · 9/100

   Service that extends the functionality of an existing REST API with MCP

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   Model and agent tools PyPI Local

5. IM iflow-mcp_zxs731-respberry-mcp-qwen-agent org.pypi/iflow-mcp-zxs731-respberry-mcp-qwen-agent 0.5 · 9/100

   Raspberry Pi MCP Voice Assistant with Qwen-Agent framework

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   Smart home and hardware PyPI Local

6. IG image-generation-mcp-server org.pypi/image-generation-mcp-server 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

7. IG image-generator-mcp org.pypi/image-generator-mcp 0.5 · 9/100

   MCP server for OpenAI, Gemini, and xAI image generation workflows

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   Design and media PyPI Local

8. JM jexchange-mcp-server org.pypi/jexchange-mcp-server 0.5 · 9/100

   一个提供实时全球货币汇率查询功能的模型上下文协议（Model Context Protocol）服务器。该服务器使大型语言模型（LLMs）能够获取实时货币汇率情况。

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   Model and agent tools PyPI Local

9. JL jmobile-location-mcp-server org.pypi/jmobile-location-mcp-server 0.5 · 9/100

   一个提供手机号码（段）所属归属地查询功能的模型上下文协议（Model Context Protocol）服务器。该服务器使大型语言模型（LLMs）能够获取手机号码段归属地信息，如：省份、城市、运营商。

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   Maps and location PyPI Local

10. JM jtech_mcp_executor org.pypi/jtech-mcp-executor 0.5 · 9/100

    MCP Library for LLMs

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    Model and agent tools PyPI Local

11. JM jweather-mcp-server org.pypi/jweather-mcp-server 0.5 · 9/100

    一个提供全国天气预报查询功能的模型上下文协议（Model Context Protocol）服务器。该服务器使大型语言模型（LLMs）能够获取全国城市、地区的天气预报情况。

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    Model and agent tools PyPI Local

12. KM kal-mcp org.pypi/kal-mcp 0.5 · 9/100

    Local MCP proxy for the Kal knowledge platform

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    Model and agent tools PyPI Local

13. LA lamcp org.pypi/lamcp 0.5 · 9/100

    Lambda MCP: teach your LLM to do Grasshopper tricks.

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    Cloud platforms PyPI Local

14. LM langchain-mcp-client io.github.datalayer/langchain-mcp-client 0.5 · 9/100

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    Model and agent tools PyPI Local

15. LM langsmith-mcp org.pypi/langsmith-mcp 0.5 · 9/100

    MCP server for LangSmith observability - traces, prompts, datasets, and experiments

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    Monitoring and observability PyPI Local

16. LM liberrex-mcp-client org.pypi/liberrex-mcp-client 0.5 · 9/100

    Call other platforms' tools on the Liberrex MCP mesh, from async or sync code, and hand them to an LLM as function-calling tools.

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    Model and agent tools PyPI Local

17. LM libresprite-mcp org.pypi/libresprite-mcp 0.5 · 9/100

    Prompt your way into LibreSprite

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    Model and agent tools PyPI Local

18. LI litemcp org.pypi/litemcp 0.5 · 9/100

    A minimal, lightweight client designed to simplify SDK (e.g., LangChain, Agent SDK) adoption into MCP.

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    Model and agent tools PyPI Local

19. LA llm-api-benchmark-mcp-server org.pypi/llm-api-benchmark-mcp-server 0.5 · 9/100

    Runs a throughput benchmark for LLM APIs, measuring generation throughput, prompt throughput, and Time To First Token (TTFT) under various concurrency levels.

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    Model and agent tools PyPI Local

20. LB llm_bridge_mcp org.pypi/llm-bridge-mcp 0.5 · 9/100

    A simple MCP server that provides a unified interface to various LLM providers using Pydantic AI

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    Model and agent tools PyPI Local

21. LS llm-safety-mcp org.pypi/llm-safety-mcp 0.5 · 9/100

    MCP server for LLM safety checks (prompt injection, PII detection, sanitization)

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    Model and agent tools PyPI Local

22. LB llms-bridge-mcp org.pypi/llms-bridge-mcp 0.5 · 9/100

    MCP server to bridge LLM calls via Model Context Protocol

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    Model and agent tools PyPI Local

23. LM longrun-mcp-proxy org.pypi/longrun-mcp-proxy 0.5 · 9/100

    MCP proxy with async wrapper for long-running tools and persistent SSE mode

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    Model and agent tools PyPI Local

24. MA mcp-actions-adapter org.pypi/mcp-actions-adapter 0.5 · 9/100

    A simple adapter to convert a MCP server to a GPT actions compatible API

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    Model and agent tools PyPI Local

25. MA mcp-agora org.pypi/mcp-agora 0.5 · 9/100

    MCP gateway with cross-agent persistent memory for AI agent fleets

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    Memory and context PyPI Local

26. MA mcp-askcpg org.pypi/mcp-askcpg 0.5 · 9/100

    This is a MCP tools for connecting to Qmed Copilot askCPG feature, where it enable your LLM to get the medical knowledge from Malaysia Clinical Practice Guideline.

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    Science and research PyPI Local

27. MB mcp-blackboard-graph org.pypi/mcp-blackboard-graph 0.5 · 9/100

    MCP server for multi-agent coordination via shared graph - nodes with messages, notes, and status

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    Docs and knowledge bases PyPI Local

28. MB mcp-bridge org.pypi/mcp-bridge 0.5 · 9/100

    A middleware to provide an openAI compatible endpoint that can call MCP tools.

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    Model and agent tools PyPI Local

29. MC mcp-citation-checker org.pypi/mcp-citation-checker 0.5 · 9/100

    An MCP server that verifies whether a claim is actually supported by the source text at a given citation, independent of what the calling LLM asserts.

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    Model and agent tools PyPI Local

30. MC mcp-contract-builder org.pypi/mcp-contract-builder 0.5 · 9/100

    Contract builder MCP tool (simple|auto|llm) without execution

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    Model and agent tools PyPI Local

31. MD mcp-dynamic-proxy org.pypi/mcp-dynamic-proxy 0.5 · 9/100

    Dynamic MCP proxy server with progressive discovery and lazy loading

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    Model and agent tools PyPI Local

32. MK mcp-kyvos-server org.pypi/mcp-kyvos-server 0.5 · 9/100

    mcp-kyvos-server is a server implementation that integrates the Kyvos platform with the Model Context Protocol (MCP). It enables users to query Kyvos semantic models using natural language, translatin

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    Model and agent tools PyPI Local

33. MM mcp-master-toolkit-2026 org.pypi/mcp-master-toolkit-2026 0.5 · 9/100

    MCP server, client, and LangChain integration

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    Model and agent tools PyPI Local

34. MM mcp-minideepsearch org.pypi/mcp-minideepsearch 0.5 · 9/100

    A deep research agent based on LangGraph and MCP

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    Model and agent tools PyPI Local

35. MM mcp-mistral-queue org.pypi/mcp-mistral-queue 0.5 · 9/100

    MCP server for Mistral API with queueing and rate limiting

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    Model and agent tools PyPI Local

36. MO mcp-ols org.pypi/mcp-ols 0.5 · 9/100

    MCP server to add linear regression capabilities to LLMs.

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    Project management PyPI Local

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

    using openai websearch as mcp server

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    Model and agent tools PyPI Local

38. MO mcp-os org.pypi/mcp-os 0.5 · 9/100

    Garbage-collector style context manager for LLM prompt messages.

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    Model and agent tools PyPI Local

39. MP mcp-proxy-exec org.pypi/mcp-proxy-exec 0.5 · 9/100

    A MCP proxy-execute server for chaining tool calls. Passes output from one tool directly as input to another, especially when there are parameter dependencies.

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    Model and agent tools PyPI Local

40. MS mcp-server-bridge org.pypi/mcp-server-bridge 0.5 · 9/100

    MCP Bridge: A unified interface for CLI, HTTP, and LLM integration.

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    Model and agent tools PyPI Local

41. MS mcp-server-changelog org.pypi/mcp-server-changelog 0.5 · 9/100

    Auto-generate beautiful changelogs from GitHub PRs using LLM rewriting

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    Git and code hosting PyPI Local

42. MS mcp-server-copilot org.pypi/mcp-server-copilot 0.5 · 9/100

    A Meta Model Context Protocol (MCP) server that seamlessly scales LLMs to 1000+ MCP servers through automatic routing.

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    Model and agent tools PyPI Local

43. MS mcp-server-deepresearch-deepseek-liu org.pypi/mcp-server-deepresearch-deepseek-liu 0.5 · 9/100

    实现类deepresearch功能的MCP工具

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    Model and agent tools PyPI Local

44. MJ mcpserver-judge org.pypi/mcpserver-judge 0.5 · 9/100

    Juiz Computacional para LLMs - MCP Server

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    Model and agent tools PyPI Local

45. MS mcp-server-larf org.pypi/mcp-server-larf 0.5 · 9/100

    A lightweight MCP server for LARF with OpenAI integration

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    Model and agent tools PyPI Local

46. MS mcp-server-shu1l org.pypi/mcp-server-shu1l 0.5 · 9/100

    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

47. MC mcpskills-cli org.pypi/mcpskills-cli 0.5 · 9/100

    Generate Cursor Agent Skills from MCP server tools

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    Model and agent tools PyPI Local

48. MT mcp-toolsets-runtime org.pypi/mcp-toolsets-runtime 0.5 · 9/100

    Shared runtime for MCP Toolsets: discover LangChain tools, serve them as MCP, plus a CLI and an example chat agent.

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    Communication and chat PyPI Local