Model and agent tools MCP servers

8,842 servers

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

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mcp-ollama io.github.emgeee/mcp-ollama-5zp90e

MCP server for Ollama integration

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Model and agent tools PyPI Local MIT
mcp-ollama-python io.github.pblagoje/mcp-ollama-python-readme.md

Model Context Protocol server that proxies local Ollama to MCP clients like Windsurf and VS Code. Companion VS Code UI: https://github.com/pblagoje/mcp-ollama-extension

Version check not run yet

Model and agent tools PyPI Local MIT
mcpomni-connect io.github.abiorh001/mcp_omni_connect

Universal MCP Client with multi-transport support and LLM-powered tool routing

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Model and agent tools PyPI Local MIT
mcp-omniplan-jtr io.github.johntrandall/omniplan-mcp

MCP server that lets Claude (and other LLM agents) drive OmniPlan 4 on macOS via the omniJS bridge.

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Model and agent tools PyPI Local MIT
mcp-openai-pro io.github.acedatacloud/openaimcp-changelog.md

MCP Server for OpenAI API via AceDataCloud

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Model and agent tools PyPI Local MIT
mcp-openvision io.github.nazruden/mcp-openvision

MCP server for image analysis using OpenRouter

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Design and media PyPI Local MIT
mcpo-simple-server io.github.getsimpletool/mcpo-simple-server

Python-based LLM server that implements the Model Context Protocol (MCP)

Version check not run yet

Model and agent tools PyPI Local MIT
mcp-package-hero io.github.moinsen-dev/mcp-package-hero-readme.md

MCP server for package version checking, quality rating, and llms.txt documentation across PyPI, npm, pub.dev, and crates.io

Version check not run yet

Docs and knowledge bases PyPI Local MIT
mcp-powerpoint io.github.your-username/mcp-powerpoint

MCP server for PowerPoint file manipulation and shape naming using Ollama LLM

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Office documents and spreadsheets PyPI Local MIT
mcp-proxy-to-api io.github.taki-ta/mcp_proxy

Proxy sse mcp to restful api

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Model and agent tools PyPI Local MIT
mcp-rquest io.github.xxxbrian/mcp-rquest-vthjwv

A Model Context Protocol (MCP) server providing advanced HTTP request capabilities with realistic browser emulation for Claude and other LLMs

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Browser automation PyPI Local MIT
mcp-seedream io.github.aardpro/mcp-seedream

MCP server for Doubao image generation - generates images from text prompts using Doubao's API

Version check not run yet

Design and media PyPI Local MIT
mcp-server-falkordb io.github.rbarrielabrystech/mcp-server-falkordb

MCP server for FalkorDB — exposes graph query and management tools to LLM agents

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Model and agent tools PyPI Local MIT
mcp-server-glitchtip io.github.hffmnnj/mcp-server-glitchtip

MCP server enabling LLMs to query issues, stacktraces, and resolve errors in GlitchTip

Version check not run yet

Project management PyPI Local MIT
mcp-server-unifi com.gitlab.gitlab-joel/mcp-server-unifi-changelog.md

Read-only MCP server for UniFi network analysis — gives LLMs safe access to controller data for diagnostics, monitoring, and capacity planning

Version check not run yet

Monitoring and observability PyPI Local MIT
mcp-server-wayback io.github.lakshyamehta03/wayback-machine-mcp

MCP server giving Claude and other LLM clients structured access to the Internet Archive's Wayback Machine.

Version check not run yet

Model and agent tools PyPI Local MIT
mcp-server-whisper io.github.arcaputo3/mcp-server-whisper-4dzh0j

An MCP server for transcribing audio files using OpenAI Whisper and GPT-4o

Version check not run yet

Design and media PyPI Local MIT
mcp-server-zap io.github.karacali/mcp-zap-changelog.md

MCP server that exposes OWASP ZAP as tools to Claude and other LLM clients

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Security PyPI Local MIT
mcp-stdio-test io.github.dtchen07/mcp-stdio-test-changelog.md

Zero LLM, zero network, zero API keys - a CI-gate harness for stdio MCPs.

Version check not run yet

DevOps and infrastructure PyPI Local MIT
mcp-swagger-ui io.github.vasudevainamaha/mcp_swagger_ui

Swagger-like docs UI for FastMCP tools, prompts, and resources.

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Developer tools PyPI Local MIT
mcp-switch io.github.zer0wav3s/mcp-switch

Context-saving MCP switchboard for AI agents - lazy-load tools, resources, and prompts only when needed

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Model and agent tools PyPI Local MIT
mcp-to-cli io.github.makabakaxy/mcp2cli

Convert MCP server tools into hierarchical CLI commands and agent Skills

Version check not run yet

Model and agent tools PyPI Local MIT
mcp-tollbooth io.github.realgagenichols/tollbooth

A security gateway for AI agents: a transparent MCP proxy that enforces policy, DLP, and audit on every tool call and result.

Version check not run yet

Security PyPI Local MIT
mcp-tool-evals io.github.yashshah9/mcp-evals

Behavioral evaluation and description linting for MCP servers

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Model and agent tools PyPI Local MIT
mcp-toolproof io.github.nilkanthsuthar/toolproof-changelog.md

Automated tests for MCP servers: schema checks, YAML tests, fuzzing, benchmarks, tool-selection evals and a pytest plugin.

Version check not run yet

Developer tools PyPI Local MIT
mcp-trilock io.github.poojan6216/trilock

A drop-in MCP proxy that makes the lethal trifecta structurally impossible.

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Model and agent tools PyPI Local APACHE-2.0
mcp-ui-bridge io.github.your-username/mcp-ui-bridge

Production-ready Python MCP server for LLM-web UI automation with bulletproof pagination, robust element detection, viewport-optimized parsing and enterprise-grade stability

Version check not run yet

Model and agent tools PyPI Local MIT
mcp-unify io.github.magnuscole/mcp-gateway

Unify multiple MCP servers behind a single endpoint with lazy loading, plugins, and role filtering.

Version check not run yet

Model and agent tools PyPI Local MIT
mcp-warden-cli io.github.datascience-engineeringexperts/mcp-warden-changelog.md

CI-first MCP supply-chain integrity gate: pin and verify the declared tool/resource/prompt surface of an MCP server, plus runtime tool-result inspection (guard/inspect).

Version check not run yet

DevOps and infrastructure PyPI Local MIT
mcp-web-tools io.github.pietz/mcp-web-tools-ef8swe

A powerful MCP server to equip LLMs with web access, search, and content extraction capabilities

Version check not run yet

Model and agent tools PyPI Local MIT
mcpyida io.github.nightwing-us/mcpyida

MCP server that exposes IDA Pro reverse-engineering capabilities to LLM clients.

Version check not run yet

Security PyPI Local APACHE-2.0
media-mcp io.github.lukaskellerstein/media-mcp

MCP server exposing Google Gemini media generation APIs as tools for AI agents

Version check not run yet

Model and agent tools PyPI Local MIT
memkernel-mcp io.github.varadganjoo/memkernel-integrations.md

Event-sourced, branchable memory kernel and MCP server for multi-agent coding systems

Version check not run yet

Calendar and scheduling PyPI Local MIT
memorymesh-mcp io.github.kilhubprojects/memory-mesh-changelog.md

Local MCP hub for personal data — private, cross-platform, agent-ready.

Version check not run yet

Memory and context PyPI Local MIT
meshtastic-mcp io.github.meshtastic/meshtastic-mcp

MCP server + agent skills for AI tooling to discover, drive, observe, and test Meshtastic devices and apps: device discovery, serial/TCP transport, admin, recorder/observability, PlatformIO build/flas

Version check not run yet

Developer tools PyPI Local GPL-3.0-ONLY
miadi-webweave-mcp io.github.miadisabelle/simexp-miadi_webweave_mcp

MCP server for miadi-webweave - Terminal-to-AI communication with A2A session management

Version check not run yet

Model and agent tools PyPI Local MIT
mia-simexp-mcp io.github.miadisabelle/simexp-mia_simexp_mcp

MCP server for mia-simexp - Terminal-to-AI communication with A2A session management

Version check not run yet

Model and agent tools PyPI Local MIT
mimir-router-mcp io.github.ctrquko/mimir-mcp-changelog.md

Mimir — declarative MCP router with LLM-guided onboarding, scoped plugins and a layered security model.

Version check not run yet

Security PyPI Local MIT
mindsync-mcp io.github.adityarya24/mindsync-mcp-changelog.md

MindSync MCP server — local-first multi-agent memory sync and focus conflict detection

Version check not run yet

Memory and context PyPI Local MIT
mlflow-mcp io.github.kkruglik/mlflow-mcp

A Model Context Protocol (MCP) server for MLflow - enables LLMs to interact with MLflow experiments, runs, metrics, and models

Version check not run yet

Monitoring and observability PyPI Local MIT
mmcp-core io.github.ragavrida/mmcp

MMCP — Multi-Model Collaboration Pipeline. Auto-routes tasks to Claude, GPT, Gemini, DeepSeek with RL routing, cost optimization, and MCP server support.

Version check not run yet

Model and agent tools PyPI Local MIT
mseep-mcp-server-fetch io.github.maartensmeets/mcp-server-fetch-caqb9s

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
multivon-mcp io.github.multivon-ai/multivon-mcp

MCP server exposing multivon-eval + pdfhell as agent-callable tools. Drop into Claude Desktop, Cursor, Cline, or any MCP-compatible AI coding agent.

Version check not run yet

Coding agent tools PyPI Local APACHE-2.0
mutual-review-mcp io.github.miharu8686/mutual-review-mcp

MCP server that runs mutual code review using Claude and GPT-4o, then synthesizes the findings.

Version check not run yet

Developer tools PyPI Local MIT
nanobanana-mcp io.github.anthropic/nanobanana-mcp-changelog.md

Gemini 2.5 Flash Image MCP Server for Claude Code

Version check not run yet

Design and media PyPI Local MIT
nanobanana-pro-mcp-server io.github.qso/nanobanana-mcp-server

A production-ready MCP server for AI-powered image generation using Gemini 3 Pro Image (Nano Banana Pro) and Gemini 2.5 Flash Image with intelligent model selection

Version check not run yet

Design and media PyPI Local MIT
nautobot-mcp io.github.bsmeding/nautobot-mcp-server

Nautobot app and Model Context Protocol (MCP) server exposing Nautobot's REST and GraphQL APIs to LLMs.

Version check not run yet

Developer tools PyPI Local MIT
netbox-agent-mcp io.github.magicboxlab-ai/netbox-agent-mcp

Agentic Model Context Protocol server for NetBox — read-only, tool-rich, built for LLM reasoning workflows

Version check not run yet

Model and agent tools PyPI Local MIT