Model and agent tools MCP servers

8,842 servers

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

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appmcp io.github.arkay92/appmcp

Embed curated MCP tools, resources, and prompts in an existing Python application.

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Model and agent tools PyPI Local MIT
atengk-mcp-server-rabbitmq io.github.atengk/mcp-server-rabbitmq

🐰 专为 LLM 打造的生产级 RabbitMQ Model Context Protocol (MCP) 服务端，支持 AMQP 拓扑声明、消息发布与消费、队列监控与管理能力

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Model and agent tools PyPI Local APACHE-2.0
atla-mcp-server io.github.atla-ai/atla-mcp-server

An MCP server implementation providing a standardized interface for LLMs to interact with the Atla API.

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Model and agent tools PyPI Local MIT
atlas-agent-mcp io.github.medicode/ai-agent-framework-mcp

Integração opcional do Atlas Agent Framework com MCP

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Model and agent tools PyPI Local MIT
attestmcp io.github.attestmcp/attestmcp

Continuous compliance evidence for AI agent memory. A transparent MCP proxy that generates tamper-evident audit trails.

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Memory and context PyPI Local APACHE-2.0
aurelius-mcp io.github.vibhorxpandey/aurelius

Aurelius — a fact-checked research MCP server. Bring rigorous, web-verified academic drafting to Claude, ChatGPT, Gemini and any MCP-capable app.

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Science and research PyPI Local MIT
auth-mcp io.github.observee-ai/mcp-agent-system

A Python SDK for MCP tool integration with LLM providers

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Model and agent tools PyPI Local PROPRIETARY
autogen-ext-mcp io.github.richard-gyiko/autogen-ext-mcp

MCP Tools extension for AutoGen >= v0.4

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Model and agent tools PyPI Local MIT
automate-mcp io.github.yuruotong1/automate

Zero-config desktop automation MCP server — give any LLM hands and eyes to control your desktop

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Model and agent tools PyPI Local MIT
auto-mcp-tool io.github.krajasek/auto-mcp-framework-changelog.md

Automatically generate MCP servers from Python modules using LLM-powered documentation

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MCP development PyPI Local MIT
banana-mcp io.github.yourusername/gemini-mcp

Banana MCP - Gemini 2.5 Flash image generation server

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Model and agent tools PyPI Local MIT
bc-mcp-proxy io.github.microsoft/bctech-bcmcpproxypython-n2n3ve

Python-based MCP stdio proxy for Microsoft Dynamics 365 Business Central

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Model and agent tools PyPI Local MIT
bc-mcp-proxy-daemon io.github.blackcoronel/bc-mcp-proxy-daemon

MCP proxy for Microsoft Dynamics 365 Business Central with OAuth2 client credentials (daemon) authentication

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Model and agent tools PyPI Local MIT
blendmcp io.github.owenpkent/blendmcp

Control Blender from Claude and other LLMs through the Model Context Protocol

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Design and media PyPI Local MIT
blind-vision-mcp io.github.alexjm19/blind-vision-mcp

MCP server that gives vision and image generation capabilities to text-only LLMs, running 100% locally

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Design and media PyPI Local MIT
blue-prism-v7-mcp io.github.lewis-nield/blue-prism-v7-mcp-changelog.md

Distributable Model Context Protocol server for Blue Prism v7 Enterprise — governed LLM access to the estate over the supported REST API.

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Model and agent tools PyPI Local APACHE-2.0
bmahs-mcp-gateway io.github.xjpeng12/bmahs-mcp-gateway

BMAHS（比马斯）设备协议 ↔ MCP 网关：发现并操作局域网内的 BMAHS 硬件设备

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Model and agent tools PyPI Local MIT
bonanza-mcp io.github.c6zks4gssn-droid/bonanza-labs-website-bonanza-mcp

MCP server for AI agent payments — spending firewall, budget checks, and approval flows via the Model Context Protocol

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Security PyPI Local APACHE-2.0
buildium-mcp io.github.blackwaxxx/buildium-mcp-changelog.md

MCP gateway for the Buildium Open API — 462 operations via a small tool surface

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Model and agent tools PyPI Local MIT
capital-com-mcp-server io.github.syedair/mcp-servers

Capital.com MCP Server for Amazon Q and other LLMs

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Model and agent tools PyPI Local MIT
casual-mcp io.github.casualgenius/casual-mcp

Multi-server MCP client for LLM tool orchestration

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Model and agent tools PyPI Local MIT
caveman-mcp io.github.alexruco/caveman

MCP server for caveman prompts and compress tool — no API key required

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Model and agent tools PyPI Local MIT
ccc-mcp io.github.bruce601080102/ccc-mcp

Persistent context and governed agent orchestration over MCP

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Model and agent tools PyPI Local MIT
cdt-mcp io.github.dirrrtyjesus/cdt-mcp

Coherence Data Types (CDTs) as a Model Context Protocol server: multi-agent state synchronization by wave superposition.

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Model and agent tools PyPI Local MIT
central-mcp io.github.andy5090/central-mcp

Coding agent-agnostic MCP hub for managing multiple coding agents.

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Coding agent tools PyPI Local MIT
chatgpt-ads-mcp io.github.devaimani/openai-ads-mcp

MCP server for the OpenAI Ads Advertiser API, with retries, response budgeting and postcode-level location lookup

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Model and agent tools PyPI Local MIT
civitai-mcp-ultimate io.github.timoncool/civitai-mcp-ultimate

Ultimate MCP server for Civitai API — search models, browse top images with prompts, download LoRAs/Checkpoints, analyze trends

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Model and agent tools PyPI Local MIT
claude-skills-mcp io.github.k-dense-ai/claude-skills-mcp-readme.md

Lightweight MCP proxy for Claude Skills (auto-downloads backend)

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Model and agent tools PyPI Local APACHE-2.0
claude-skills-mcp-backend io.github.k-dense-ai/claude-skills-mcp-readme.md-kndf3e

Heavy backend for Claude Skills MCP server with vector search (Streamable HTTP)

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Model and agent tools PyPI Local APACHE-2.0
claude-tmux-mcp io.github.burstmembrane/claude-tmux

MCP server for claude-tmux agent orchestration

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Operating system and shell PyPI Local MIT
clawguard-mcp io.github.joergmichno/clawguard-mcp

MCP server for ClawGuard Shield — scan AI agent inputs for prompt injection threats

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Security PyPI Local MIT
codeglance-mcp io.github.lucidopus/codeglance-mcp

MCP server for comprehensive GitHub repository analysis using Gemini AI

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Git and code hosting PyPI Local MIT
code-scope-mcp io.github.marksolly/code-scope-mcp

Code indexing and analysis tools for LLMs using MCP and CLI tools

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Model and agent tools PyPI Local MIT
codetex-mcp io.github.mrosata/codetex-mcp

Commit-aware code context manager for LLMs - MCP server and CLI

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Git and code hosting PyPI Local MIT
codetoprompt-mcp io.github.yash9439/codetoprompt-mcp

An MCP server for the codetoprompt library, enabling integration with LLM agents.

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Model and agent tools PyPI Local MIT
composer-trade-mcp io.github.invest-composer/composer-trade-mcp

Composer MCP Server - Backtest and Automate your trades with LLMs

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Model and agent tools PyPI Local MIT
consult-mcp-server io.github.irwin-r/consult-mcp-server-changelog.md

Multi-model panel orchestration engine with an MCP adapter. The engine (consult.*) is MCP-free and usable as a library; the MCP adapter (consult.mcp.*) is an optional extra.

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Model and agent tools PyPI Local MIT
contractscan-mcp io.github.h33min/contractscan-action

ContractScan MCP Server — multi-engine Solidity vulnerability scanner for LLM agents

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Security PyPI Local MIT
coordmcp io.github.siddiquesahabaj/coordmcp-changelog.md

A FastMCP-based Model Context Protocol server for intelligent multi-agent code coordination

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Model and agent tools PyPI Local MIT
crawl4ai-mcp-llm io.github.laurentvv/crawl4ai-mcp-llm-changelog.md

A Model Context Protocol (MCP) server for Crawl4AI

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Model and agent tools PyPI Local MIT
crawl4ai-search-mcp io.github.gigix/crawl4ai-mcp-server

Multi-engine web search + Crawl4AI content extraction for LLMs, as an MCP server. Maintained fork of weidwonder/crawl4ai-mcp-server.

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Web search and scraping PyPI Local MIT
dag-planner-mcp io.github.shubhamnegi/dag-planner-mcp

A durable DAG-based planner MCP utility for agent orchestration

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Model and agent tools PyPI Local MIT
dataforseo-mcp-server io.github.chetanparma1/dataforseo-ai-mcp-server

MCP server for tracking brand visibility in LLMs (ChatGPT, Claude, Gemini, Perplexity) using DataForSEO API

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Model and agent tools PyPI Local MIT
datajud-mcp io.github.edilsonfs/datajud-mcp

Servidor MCP da API Pública DataJud/CNJ — consulta processos judiciais brasileiros com Claude, ChatGPT ou Gemini

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Model and agent tools PyPI Local MIT
debate-hall-mcp io.github.elevanaltd/debate-hall-mcp

Production-grade MCP server for Wind/Wall/Door multi-perspective debate orchestration

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Model and agent tools PyPI Local APACHE-2.0
deephaven-mcp io.github.deephaven/deephaven-mcp

Unified Python package providing Model Context Protocol (MCP) servers for Deephaven: orchestrate Community Core data workers and power Documentation Q&A with LLMs. Supports AI-driven data workflows an

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Docs and knowledge bases PyPI Local APACHE-2.0
deep-reasoning-mcp io.github.mauriziomocci/deep-reasoning-mcp

MCP server for recursive deep reasoning — architecture analysis, code review, debugging, incident triage, and brainstorming

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Model and agent tools PyPI Local MIT
deepseek-mcp-client io.github.carlosmaroruiz/deepseek-mcp-client

Cliente para conectar modelos DeepSeek con servidores MCP

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Model and agent tools PyPI Local MIT