Model and agent tools MCP servers

8,852 servers

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

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1. CA cerbere-ag-mcp io.github.chrismsmr-celcom/agentguard 1.1 · 22/100

   MCP server exposing CerbereAG runtime security checks (prompt injection, PII redaction, tool authorization) to any MCP-compatible AI agent (Claude, Cursor, Cline, custom agents).

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   Security PyPI Local MIT

2. CM claudeboost-mcp io.github.farhads08/claudeboost 1.1 · 22/100

   MCP server that enhances prompts for Claude Code using enterprise playbook rules

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   Model and agent tools PyPI Local MIT

3. CV claude-vision-mcp org.pypi/claude-vision-mcp 1.1 · 22/100

   基于 Claude API 的视觉识别 MCP server:为不支持视觉的主模型多一双眼睛。内部 http 直调视觉网关,图片放 user message 顶层 image content block,tool_result 仅返回文字描述,绕开 tool_result 内嵌 image 的网关兼容缺陷。

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   Design and media PyPI Local MIT

4. CA codebase-agent-mcp io.github.fi-mihej/codebase-agent-mcp 1.1 · 22/100

   An autonomous MCP agent that provides token-efficient code analysis, documentation retrieval, and implementation guidance for large library repositories using a dedicated OpenAI-compatible LLM.

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   Developer tools PyPI Local APACHE-2.0

5. CP community-prompt-voting-mcp-server io.github.aiagentkarl/community-prompt-voting-mcp-server 1.1 · 22/100

   MCP server for community-driven prompt voting and discovery — submit, vote, and find the best AI prompts

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   Model and agent tools PyPI Local MIT

6. CM computeid-mcp io.github.trustedaicompute-ops/computeid-mcp-gateway-changelog.md 1.1 · 22/100

   ComputeID MCP server: issue, verify and revoke AgentPassports and DevicePassports from Claude and other MCP clients

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   Model and agent tools PyPI Local APACHE-2.0

7. CM contextai-mcp io.github.shobhit0521/connectcontext 1.1 · 22/100

   MCP server exposing ContextAI's static code-graph API to LLM agents

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   Model and agent tools PyPI Local MIT

8. CM contextforge-mcp io.github.capatinore/contextforge-mcp 1.1 · 22/100

   MCP orchestrator: codebase-memory-mcp + headroom + Spec Kit

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   Developer tools PyPI Local MIT

9. CM coreforged-mcp io.github.mithrynmarious/coreforged-mcp 1.1 · 22/100

   MCP gateway that docks multiple servers behind one endpoint with named loadout profiles

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   Model and agent tools PyPI Local MIT

10. CM creolecentric-mcp io.github.creole-centric/hat-labs-core 1.1 · 22/100

    Stdio MCP proxy for the CreoleCentric remote MCP server

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    Model and agent tools PyPI Local MIT

11. DM daat-mcp io.github.macetenth/daat-mcp 1.1 · 22/100

    MCP bridge for DA::AT — Agent-to-Agent knowledge network

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    Model and agent tools PyPI Local MIT

12. DA dataset-analysis-mcp io.github.kushals256/mcp-server 1.1 · 22/100

    A stateful Model Context Protocol server that turns LLMs into data scientists on macOS

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    Science and research PyPI Local MIT

13. DM debugger-mcp io.github.your-org/top-coder-agent-skills 1.1 · 22/100

    MCP server exposing debugger tools for AI clients (Node.js and Python)

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    Developer tools PyPI Local MIT

14. DM deepview-mcp io.github.ddegtyarev/deepview-mcp 1.1 · 22/100

    A Model Context Protocol server for analyzing large codebases using Gemini 2.0

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    Developer tools PyPI Local MIT

15. EM elternportal-mcp io.github.andasv/andrei-skill-marketplace 1.1 · 22/100

    MCP server for Eltern-Portal — substitution plans, parent letters, bulletin board, and school calendar

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    Model and agent tools PyPI Local MIT

16. FO fiware-orion-mcp io.github.k2iser/fiware-orion-mcp 1.1 · 22/100

    MCP server for FIWARE Orion Context Broker — NGSI-v2 context management for LLMs

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    Memory and context PyPI Local MIT

17. FM flet-mcp io.github.flet-dev/flet 1.1 · 22/100

    Flet MCP server for LLM agents

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    Model and agent tools PyPI Local APACHE-2.0

18. GM gbrain-mcp-proxy io.github.shiyulong/gbrain-mcp-proxy 1.1 · 22/100

    MCP proxy for gbrain with automatic OAuth token refresh

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    Model and agent tools PyPI Local MIT

19. GM gdb-mcp io.github.datobena/gdb-mcp 1.1 · 22/100

    Model Context Protocol server for driving GDB from an LLM.

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    Model and agent tools PyPI Local MIT

20. GC gemini-cli-mcp-tool io.github.mgiovani/gemini-cli-mcp-tool 1.1 · 22/100

    MCP server that wraps Gemini CLI for token-efficient AI operations

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    Model and agent tools PyPI Local MIT

21. GG gemini-gen-mcp io.github.servicestack/gemini-gen-mcp 1.1 · 22/100

    MCP Server for Gemini Image and Audio generation

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    Model and agent tools PyPI Local MIT

22. GM gemini-mcp-onekey io.github.ai-hub-admin/gemini_mcp_server 1.1 · 22/100

    Gemini Text, Image, Speech, and more MCP Servers Implementation | DeepNLP OneKey MCP Router Support of Free Tier and More Choices Routers. Supports Text, Gemini Image Preview(Nano Banana) and more SOT

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    Model and agent tools PyPI Local MIT

23. GM grpc-mcp-gateway-protos io.github.machanirobotics/grpc-mcp-gateway 1.1 · 22/100

    Pre-compiled Protocol Buffer types for grpc-mcp-gateway (mcp.protobuf)

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    Model and agent tools PyPI · Go modules Local APACHE-2.0

24. GM gigi-mcp io.github.nurdymuny/gigi-mcp 1.1 · 22/100

    MCP server for GIGI — fiber-bundle persistent memory and reasoning for Claude and other MCP-aware LLM clients

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    Memory and context PyPI Local MIT

25. MG mcp-gemini-google-search io.github.zchee/mcp-gemini-google-search 1.1 · 22/100

    MCP server that provides Google Search via Gemini's built-in Grounding with Google Search feature.

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    Web search and scraping PyPI · Go modules Local APACHE-2.0

26. GM godkiller-mcp io.github.taurus42119-stack/godkiller-mcp 1.1 · 22/100

    GODKILLER MCP — Antigravity phase/evidence orchestrator with code, scan, and browser facades

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    Browser automation PyPI Local MIT

27. GM gyy-mcp io.github.yourusername/gyy-mcp 1.1 · 22/100

    A FastMCP-based MCP tool with image recognition using Ollama qwen3-vl:8b model

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    Design and media PyPI Local MIT

28. HM haive-mcp io.github.pr1m8/haive-mcp 1.1 · 22/100

    Dynamic MCP integration for AI agents - search 1,960+ servers, install with HITL approval, connect via LangChain or Docker

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    DevOps and infrastructure PyPI Local MIT

29. HM hashing-mcp-server io.github.kanad13/mcp-server-for-hashing 1.1 · 22/100

    An MCP Server offering tools to calculate MD5 and SHA-256 cryptographic hashes for text data, designed for use with LLMs.

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    Model and agent tools PyPI Local MIT

30. HB hermes-botcoin-mcp io.github.botcoinmoney/hermes-botcoin 1.1 · 22/100

    MCP server for BOTCOIN proof-of-inference mining on Base. Drop-in for any MCP client (Hermes Agent, Claude Desktop, Cursor).

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    Model and agent tools PyPI Local MIT

31. HM hil-mcp io.github.user/hil-mcp 1.1 · 22/100

    Human-in-the-Loop MCP Server for WeCom (企业微信) - 让 AI 能够与人类实时交互

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    Communication and chat PyPI Local MIT

32. HM hitl-mcp io.github.user/hitl-mcp 1.1 · 22/100

    Human-in-the-Loop MCP Server for WeCom (企业微信) - 让 AI 能够与人类实时交互

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    Communication and chat PyPI Local MIT

33. HM hive-mind-mcp-server io.github.aiagentkarl/hive-mind-mcp-server 1.1 · 22/100

    Swarm intelligence for AI agents — collective decision-making, consensus voting, and multi-agent coordination

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    Model and agent tools PyPI Local MIT

34. HD hkopenai.diagram-as-code-mcp-server io.github.hkopenai/hk-prompt-mcp-server 1.1 · 22/100

    This is a MCP server to provide mermaid js validation tools and prompt for MCP client

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    Design and media PyPI Local MIT

35. HM hooks-mcp io.github.scosman/hooks_mcp 1.1 · 22/100

    MCP server that exposes project-specific development tools (tests, linters, etc.) and prompts via YAML configuration

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    Model and agent tools PyPI Local MIT

36. IM iflow-mcp_finance-llms-deep-research io.github.finance-llms/deep-research-python 1.1 · 22/100

    AI-powered deep research tool using Model Context Protocol

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    Science and research PyPI Local MIT

37. IM iflow-mcp_hanw39_reasoning-bank-mcp io.github.hanw39/reasoningbank-mcp 1.1 · 22/100

    ReasoningBank MCP Server - Memory-augmented reasoning for AI agents

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    Model and agent tools PyPI Local MIT

38. IM iflow-mcp_infinitimeless-claude-lmstudio-bridge io.github.infinitimeless/claude-lmstudio-bridge 1.1 · 22/100

    An MCP server that bridges Claude with local LLMs running in LM Studio

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    Model and agent tools PyPI Local MIT

39. IM iflow-mcp_jinni io.github.smat-dev/jinni 1.1 · 22/100

    A tool to help LLMs efficiently read and understand project context.

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    Model and agent tools PyPI Local APACHE-2.0

40. IM iflow-mcp_llm-context io.github.cyberchitta/llm-context.py-changelog.md 1.1 · 22/100

    Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Code outlining support is in

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    Model and agent tools PyPI Local APACHE-2.0

41. IM iflow-mcp_openai-mcp io.github.iflow-mcp/openai-mcp 1.1 · 22/100

    OpenAI Code Assistant Model Context Protocol (MCP) Server

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    Model and agent tools PyPI Local MIT

42. IM iflow-mcp_ruvnet-dynamo-mcp io.github.example/dynamo-mcp 1.1 · 22/100

    A dynamic MCP registry for cookiecutter templates

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    Model and agent tools PyPI Local MIT

43. IM iflow-mcp_saptadey-adaptive-graph-of-thoughts io.github.saptadey/adaptive-graph-of-thoughts-mcp-server-client_configurations 1.1 · 22/100

    Adaptive Graph of Thoughts: Intelligent Scientific Reasoning through Graph-of-Thoughts MCP Server

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    Model and agent tools PyPI Local APACHE-2.0

44. IM iflow-mcp_sequential-thinking io.github.arben-adm/sequential-thinking 1.1 · 22/100

    A Sequential Thinking MCP Server for advanced problem solving

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    Model and agent tools PyPI Local MIT

45. IM iflow-mcp_sparshdrolia_persistent-code io.github.yourusername/persistent-code-mcp 1.1 · 22/100

    An MCP server for maintaining code knowledge across LLM chat sessions

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    Communication and chat PyPI Local MIT

46. IM iflow-mcp_vitalymalakanov_enhanced-sequential-thinking-server io.github.vitalymalakanov/mcp-thinking 1.1 · 22/100

    Advanced server for structured LLM thinking (MCP)

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    Model and agent tools PyPI Local MIT

47. IM incant-mcp io.github.cgkanchi/incant-changelog.md 1.1 · 22/100

    MCP server for Incant — prompt authoring, testing, and release for AI agents

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    Developer tools PyPI Local MIT

48. IP inference-predictor-mcp io.github.traction-layer-ai/kpg_predictor-mcp 1.1 · 22/100

    MCP server for LLM inference performance prediction — Traction Layer AI

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    Model and agent tools PyPI Local PROPRIETARY