Model and agent tools MCP servers

8,842 servers

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

Filter and sort these servers

Start from the first servers

1. GM griptape-mcp io.github.kiansalem/griptape-mcp 1.6 · 31/100

   MCP server providing Griptape Framework & Nodes documentation to LLMs

   Version check not run yet

   Docs and knowledge bases PyPI Local MIT

2. HM hitl-mcp-server io.github.gongrzhe/human-in-the-loop-mcp-server 1.6 · 31/100

   Human-In-the-Loop MCP Server - Enable AI assistants to interact with humans through GUI dialogs

   Version check not run yet

   Model and agent tools PyPI Local MIT

3. HM hive-mind-mcp io.github.franciscojunqueira/hive-mind-mcp 1.6 · 31/100

   MCP Server for orchestrating LLM interactions

   Version check not run yet

   Model and agent tools PyPI Local APACHE-2.0

4. HM hotkv-mcp io.github.hotkv-ltd/hotkv-mcp 1.6 · 31/100

   A Model Context Protocol (MCP) server for HotKV, a RESP2/RESP3-compatible in-memory data store with built-in AI and LLM-serving features. Lets AI agents read and write keys, agent memory, prompts and

   Version check not run yet

   Model and agent tools PyPI Local APACHE-2.0

5. HI human-in-the-loop-mcp-server io.github.animalnots/human-in-the-loop-mcp-server 1.6 · 31/100

   Human-In-the-Loop MCP Server - Enable AI assistants to interact with humans through GUI dialogs

   Version check not run yet

   Model and agent tools PyPI Local MIT

6. IM iflow-mcp-1c-alexmiawat-server io.github.iflow-mcp/alexmiawat-1c_mcp_server_own 1.6 · 31/100

   MCP proxy server for 1C:Enterprise - bridge between AI agents and 1C database

   Version check not run yet

   Databases PyPI Local MIT

7. IM iflow-mcp_alduncanson-a2a-handler io.github.alduncanson/handler 1.6 · 31/100

   An A2A Protocol client TUI and CLI.

   Version check not run yet

   Model and agent tools PyPI Local GPL-3.0-OR-LATER

8. IM iflow-mcp_cmdaltctr-claude-gemini-mcp-slim io.github.your-org/claude-gemini-mcp-slim 1.6 · 31/100

   Streamlined Gemini API & CLI MCP integration for Claude Code

   Version check not run yet

   Model and agent tools PyPI Local MIT

9. IM iflow-mcp_dacodechick-ghidramcp io.github.dacodechick/ghidramcp 1.6 · 31/100

   MCP server for Ghidra - allowing LLMs to autonomously reverse engineer applications

   Version check not run yet

   Security PyPI Local APACHE-2.0

10. IM iflow-mcp_developzir-gepa-mcp io.github.developzir/gepa-mcp 1.6 · 31/100

    MCP server integrating GEPA (Genetic-Evolutionary Prompt Architecture) for automatic prompt optimization

    Version check not run yet

    Model and agent tools PyPI Local MIT

11. IM iflow-mcp_elyin-codex-bridge io.github.shelakh/codex-bridge 1.6 · 31/100

    Lightweight MCP server bridging Claude Code to OpenAI Codex via official CLI

    Version check not run yet

    Model and agent tools PyPI Local MIT

12. IM iflow-mcp_elyin_gemini-bridge io.github.elyin/gemini-bridge 1.6 · 31/100

    Lightweight MCP server bridging Claude Code to Google's Gemini AI via official CLI

    Version check not run yet

    Model and agent tools PyPI Local MIT

13. IM iflow-mcp_fegis io.github.p-funk/fegis 1.6 · 31/100

    MCP server for converting structured prompt configurations into validated tools with semantic memory.

    Version check not run yet

    Memory and context PyPI Local MIT

14. IM iflow-mcp_fkesheh_skill-mcp io.github.fkesheh/skill-mcp 1.6 · 31/100

    A Model Context Protocol (MCP) server for managing Claude skills

    Version check not run yet

    Model and agent tools PyPI Local MIT

15. IM iflow-mcp_gobbyai-gobby io.github.gobbyai/gobby 1.6 · 31/100

    A local-first daemon to unify your AI coding tools. Session tracking and handoffs across Claude Code, Gemini CLI, and Codex. An MCP proxy that discovers tools without flooding context. Task management

    Version check not run yet

    Model and agent tools PyPI Local APACHE-2.0

16. IM iflow-mcp_hub-semantic-search-mcp io.github.davanstrien/hub-semantic-search-mcp 1.6 · 31/100

    MCP server for semantic search of Hugging Face models and datasets

    Version check not run yet

    Search and retrieval (RAG) PyPI Local MIT

17. IM iflow-mcp_icip-cas-pptagent io.github.icip-cas/pptagent 1.6 · 31/100

    PPTAgent, a tool for utilizing LLMs to generate PowerPoint presentations from documents.

    Version check not run yet

    Office documents and spreadsheets PyPI Local MIT

18. IM iflow-mcp_jillesca-gnmibuddy io.github.jillesca/gnmibuddy 1.6 · 31/100

    An opinionated tool that retrieves essential network information from devices using gNMI and OpenConfig models. Designed primarily for LLMs with Model Context Protocol (MCP) integration, it also provi

    Version check not run yet

    Model and agent tools PyPI Local BSD-3-CLAUSE

19. IM iflow-mcp_juliusolsson05-lazy-llms io.github.juliusolsson05/lazy-llms 1.6 · 31/100

    LLM-Native Project Management MCP Server - A comprehensive project management system designed for LLM agents

    Version check not run yet

    Model and agent tools PyPI Local MIT

20. IM iflow-mcp_langextract-mcp io.github.your-org/langextract-mcp-readme.md 1.6 · 31/100

    FastMCP server for Google's langextract library - extract structured information from unstructured text using LLMs

    Version check not run yet

    Model and agent tools PyPI Local APACHE-2.0

21. IM iflow-mcp_listfold_mousetail io.github.listfold/mousetail 1.6 · 31/100

    Standalone MCP server that enables LLMs like Claude to interact with Anki flashcard collections using Anki's Python library

    Version check not run yet

    Education PyPI Local MIT

22. IM iflow-mcp_lyellr88-marm-mcp-server io.github.lyellr88/marm-systems 1.6 · 31/100

    MARM-Systems is a complete protocol and platform—combining an advanced memory backend, modular semantic search, and agent-to-agent coordination with a scientifically structured, community-vetted metho

    Version check not run yet

    Memory and context PyPI Local MIT

23. IM iflow-mcp_maartensmeets-mcp-server-fetch io.github.maartensmeets/mcp-server-fetch 1.6 · 31/100

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

    Version check not run yet

    Web search and scraping PyPI Local MIT

24. IM iflow-mcp_mgreen27-mcp-velociraptor io.github.iflow-mcp/mgreen27-mcp-velociraptor 1.6 · 31/100

    MCP bridge for exposing Velociraptor DFIR tools to LLMs

    Version check not run yet

    Model and agent tools PyPI Local MIT

25. IM iflow-mcp_nanobanana-mcp-server io.github.nano-banana/mcp-server-1qq3e4 1.6 · 31/100

    A production-ready MCP server for AI-powered image generation using Gemini 2.5 Flash Image

    Version check not run yet

    Design and media PyPI Local MIT

26. IM iflow-mcp_peterkrueck-gemini-assistant io.github.peterkrueck/mcp-gemini-assistant 1.6 · 31/100

    A powerful MCP server that allows Claude Code to consult Gemini for complex coding problems with full code context and conversation persistence

    Version check not run yet

    Model and agent tools PyPI Local MIT

27. IM iflow-mcp_phil65-agentpool io.github.phil65/agentpool 1.6 · 31/100

    Pydantic-AI based Multi-Agent Framework with YAML-based Agents, Teams, Workflows & Extended ACP / AGUI integration

    Version check not run yet

    Model and agent tools PyPI Local MIT

28. IM iflow-mcp_slyfox1186-claude-code-openrouter io.github.slyfox1186/claude-code-openrouter 1.6 · 31/100

    OpenRouter MCP Server - Access 400+ AI models in Claude Code

    Version check not run yet

    Model and agent tools PyPI Local APACHE-2.0

29. IM iflow-mcp_szeider-consult7 io.github.szeider/consult7 1.6 · 31/100

    MCP server for consulting large context window models to analyze extensive file collections via OpenRouter

    Version check not run yet

    Files and storage PyPI Local MIT

30. IM iflow-mcp-tmonk-mcp-stata io.github.tmonk/mcp-stata-qnxr4z 1.6 · 31/100

    A lightweight Model Context Protocol (MCP) server for Stata. Execute commands, inspect data, retrieve stored results (`r()`/`e()`), and view graphs in your chat interface. Built for economists who wan

    Version check not run yet

    Communication and chat PyPI Local AGPL-3.0-OR-LATER

31. IM iflow-mcp_toby1123yjh-arthas-mcp-server io.github.arthas-mcp/arthas-mcp-server 1.6 · 31/100

    Java Performance Analysis & Diagnostics - LLM-powered MCP Server for real-time monitoring, memory analysis, thread profiling, and system optimization

    Version check not run yet

    Monitoring and observability PyPI Local MIT

32. IM iflow-mcp_yuxi-tju-cochem-agents io.github.yuxi-tju/cochem-agents 1.6 · 31/100

    Chemistry Enhancement Package for Claude Code and Gemini CLI

    Version check not run yet

    Model and agent tools PyPI Local MIT

33. IM iflow-mcp_zerone-laboratories-rigel io.github.iflow-mcp/zerone-laboratories-rigel 1.6 · 31/100

    RIGEL - Open Source AI Assistant & Multi-LLM Agentic Engine with MCP Server support

    Version check not run yet

    Model and agent tools PyPI Local AGPL-3.0

34. IM inspirehep-mcp io.github.mohamedelashri/inspirehep-mcp 1.6 · 31/100

    MCP server for InspireHEP - integrate high-energy physics literature resources with LLMs

    Version check not run yet

    Science and research PyPI Local AGPL-3.0

35. IH integrated-harness-kit-mcp io.github.tot0rokr/agents 1.6 · 31/100

    MCP server for managing the tot0rokr/agents harness (Claude Code / Codex CLI / OpenCode / Gemini CLI shared config)

    Version check not run yet

    Model and agent tools PyPI Local MIT

36. IC ip-check-mcp io.github.stormzhang/ip_check 1.6 · 31/100

    A lightweight diagnostic MCP server for AI developers to verify network environment compatibility and IP reputation for LLM API access.

    Version check not run yet

    Model and agent tools PyPI Local MIT

37. IS iris-security-mcp io.github.iris-security/iris-sdk 1.6 · 31/100

    IRIS MCP Server — connect Claude to AI agent governance

    Version check not run yet

    Security PyPI Local APACHE-2.0

38. IM isage-mcp io.github.intellistream/sage-mcp 1.6 · 31/100

    SAGE MCP Aggregator — unified MCP server for all SAGE Zoo packages

    Version check not run yet

    Model and agent tools PyPI Local MIT

39. JR jaegis-raverse-mcp-server io.github.usemanusai/jaegis-raverse-changelog.md 1.6 · 31/100

    MCP Server for RAVERSE - AI Multi-Agent Binary Patching System with 35 tools, NPX/NPM/PyPI support, and 20+ client configurations

    Version check not run yet

    Model and agent tools PyPI Local MIT

40. JA judge-audit-mcp io.github.asif786ka/judge-audit-mcp 1.6 · 31/100

    Judge QA for agents — measures whether your LLM judge agrees with humans, drifted between runs, or is biased, before you ship the number

    Version check not run yet

    Developer tools PyPI Local MIT

41. KM k8s-mcp io.github.xuyun-io/k8s-mcp 1.6 · 31/100

    A Model Context Protocol (MCP) server for Kubernetes with 270+ tools, 8 resources, and 8 prompts

    Version check not run yet

    DevOps and infrastructure PyPI Local MIT

42. KA kb-agent-mcp io.github.amiya-anupam/kb-agent-mcp 1.6 · 31/100

    A zero-config MCP server that turns any folder of documents into a queryable multi-agent knowledge base

    Version check not run yet

    Files and storage PyPI Local MIT

43. KM keeplink-mcp io.github.keeplink/keeplink-mcp 1.6 · 31/100

    Async MCP middleware for archiving web pages to the Internet Archive without blocking AI reasoning loops.

    Version check not run yet

    Web search and scraping PyPI Local MIT

44. KL kernel-lore-mcp io.github.mjbommar/kernel-lore-mcp-changelog.md 1.6 · 31/100

    MCP server exposing fast, structured search over lore.kernel.org to LLM developer tools.

    Version check not run yet

    Model and agent tools PyPI Local MIT

45. KM keyhole-mcp io.github.l-jovi/keyhole-changelog.md 1.6 · 31/100

    Let ChatGPT read, and carefully edit, only the local folders you choose - through OpenAI's Secure MCP Tunnel, with no shell and no public port.

    Version check not run yet

    Files and storage PyPI Local MIT

46. KM killswitch-mcp io.github.killswitch-ai/killswitch 1.6 · 31/100

    MCP server for killswitch-ai — scan LLM payloads, review findings, and inspect policy from Claude Desktop, Cursor, or any MCP client

    Version check not run yet

    Model and agent tools PyPI Local APACHE-2.0

47. KF kontrol-freek-mcp io.github.berkbayri/kontrol-freek-mcp 1.6 · 31/100

    AI assumption firewall for MCP agents — intercepts risky decisions, detects contradictions, and gates human approval via Telegram or Slack.

    Version check not run yet

    Communication and chat PyPI Local MIT

48. KA kube-assistant-mcp io.github.yonatani94/kube-assistant-mcp 1.6 · 31/100

    Agentic Kubernetes troubleshooting CLI and MCP server — natural-language cluster diagnostics with local LLMs (Ollama) or OpenAI.

    Version check not run yet

    Model and agent tools PyPI Local MIT