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MCP servers tagged tool-use
210 live MCP servers tagged "tool-use", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with tool-use.
Multi Agent Orchestrator
Multi-agent orchestration built as production infrastructure: typed planning, a sandboxed tool registry, race-safe human-in-the-loop, deterministic replay, and a provably-terminat…
Adept Agentic
ADEPT: Agentic Discovery and Exploration Platform for Tools — A three-tier secure framework for multi-agent scientific workflows with 28+ MCP tools, 10 client interfaces, and decl…
AgentInjectionBench
A benchmark for evaluating prompt injection attacks in agentic tool-use pipelines
ForgeMind
MCP-native multi-agent AI platform: tool registry, human-in-the-loop approvals, execution traces, eval harness, live dashboard. Local + cloud models.
Agent Capability Benchmark
Outcome-verified, vendor-neutral benchmark for agent capability infrastructure
Jev Decisions
Jev Decisions Plugin for Hermes (and other AI Agents): tool risk reviews, human approval recommendations, evidence checks, and a local decision journal.
Gutfeel
Usability testing for MCP servers. A decision model that doesn't deliberate gets a bare user mission and walks your tools for real: every path, wrong turn and dead end, mapped and…
X
A single-file multi-client MCP gateway with per-tool access control.
VideoXAgent
Online Video Agent Harness for Long Video Understanding.
Mcpgauge
Self-hosted evaluation framework for MCP servers. Define YAML test suites, run agents against MCP tools, score with LLM-as-judge rubrics, and monitor results in a FastAPI dashboar…
Capability Os
AI-powered personal OS with autonomous agents, progressive security, custom agent creator, and multi-channel messaging
Agents Skill
AI agent systems skill for Claude Code — ReAct, Plan-and-Execute, reflection loops, Tree of Thoughts, LATS, MCP integration, LangChain/LangGraph/CrewAI/AutoGen/Claude Agent SDK, m…
Claude Courses Notes
My personal notes on Claude courses
Gauntlet
A CI linter for what your MCP server publishes: tool poisoning and prompt injection across every surface an agent sees, definition drift between runs, and schema rot.
Cloison Runtime
Multi-tenant AI agent runtime with OS-level isolation. Sandboxed execution, encrypted credentials, private memory per tenant — one server, no Docker.
Loop Agent
Autonomous software delivery from product brief to verified implementation. Loop plans, builds, tests, and repairs in a task workspace, then hands back reviewable artifacts or Git…
King County Permit Status
Look up building permit status for King County, WA — searches across city + county jurisdictions. Agent-friendly: --pipe, --schema, tool.json.
Aikit Runtime
Agent-native, governed AI runtime for Rust, Python, and TypeScript — native providers, MCP, tools, routing, memory, budgets, audit, and containment.
Agentic CAD Skills
The tool layer for CAD agents: skill definitions, MCP interfaces, typed tools and post-condition checks. Part of the Agentic Mechanical Engineering collection by WOGO.
Android Jev
MCP server and skill that let an agent drive an Android phone naturally over adb
Tato Runtime
The hands of an AI agent.
Desktop Assistant Agent
A modular Python AI agent runtime with routing, planning, skill selection, tool execution, approval-aware safety controls, recovery, replanning, MCP integration, deterministic eva…
Claude Multicloud Lab
Hands-on lab series for deploying and building with Claude across AWS Bedrock, Google Vertex AI, and Azure AI Foundry
Awesome Workplace Agent Environments
A curated list of environments, benchmarks, datasets, and RL training resources for workplace AI agents: email, chat, calendar, docs, and enterprise apps.
MCP
A collection of FastMCP servers — web search, shell/SSH sandbox, Android & Fire TV control, finance, Last.fm, and LLM sub-agents
Mcpkit
🚀 The create-next-app for MCP servers — scaffold, develop, validate, and ship production-ready Model Context Protocol servers in seconds.
Awesome MCP Gateways
Gateways, routers, proxies, aggregators, security layers and registries that sit between MCP clients and servers.
Plexus
Dependency layer for agentic tool pipelines: derives producer→consumer edges and preconditions across real-world tool APIs.
Gauntlet
A CI linter for what your MCP server publishes: tool poisoning and prompt injection across every surface an agent sees, definition drift between runs, and schema rot.
Daemora
Open-source AI agent - any LLM, any MCP server, any channel. Self-hosted, autonomous, multi-tenant.
Rails MCP Engine
Sorbet, RubyLLM, FastMCP + Simple Tool DSL for Rails MCP Server
Mcpfarm.ai
Open-source MCP server farm — deploy, auto-discover, and orchestrate multiple FastMCP tool servers behind a single gateway. Real-time dashboard, API key auth, Prometheus metrics,…
Open Terminal Lite
A lightweight computer you can curl ⚡
Forgewisp Core
Forgewisp — safe, function-calling AI agents for the browser. Register your own functions as validated tools, with risk-tier execution, OpenAI-compatible streaming, dual reasoning…
Saige
saige - Super Artificial Intelligence Graph Environment. A unified Go SDK, CLI, and MCP server for streaming AI agents, knowledge graphs, and RAG pipelines, with Ollama, OpenAI, A…
Finance Agent MCP
LLM agent with finance tools (tool use), exposed as both a CLI agent and an MCP server. Claude/OpenAI · FastMCP · fully unit-tested tools.
ToolRouter
Pick the right tool and know when to abstain. Found the '100% clear-query accuracy' only held on the tools' own keyword vocabulary: natural questions scored 5/15. Fixed with vocab…
ToolsConnector
Open-source Python library for 73 API connectors — Gmail, Slack, GitHub, Stripe, OpenAI, Anthropic & more. MCP server, OpenAI function calling, Anthropic tool use. 1,519 actions,…
Openwebui Tool Server
[ARCHIVED] ToolRegistry OpenAPI/MCP server for Open-WebUI, Cherry-Studio etc - Use ToolRegistry-Hub Server Mode instead: https://github.com/Oaklight/toolregistry-hub
Local Windows Use
Let big LLMs delegate Windows & browser automation to small LLMs — MCP server + CLI
Claude Better Responses MCP
Improve Claude's coding responses with this MCP server
Bazaar
🚀 Top MCP Server Integrations for AI Tools in 2026 – Curated Community Hacks
Open Mind MCP Server
MCP server that exposes Open Mind's verification-first codebase context to AI agents — glossary, architecture, flows, and claim validation, with file:line evidence for every answe…
AiAgents
AI agent patterns in C# / .NET 10 — 6 working projects covering tool orchestration, ReAct loops, RAG with grounded retrieval, MCP server implementation, and agent memory systems.…
Devmind
AI dev assistant with MCP tools, Claude tool-use API, and real-time streaming. React + FastAPI + Python.
Aether Code
Uncensored AI coding agent for your terminal — Claude Code alternative with MCP support. Drives IDA Pro, Roblox Studio, Wireshark, Blender, and any MCP server.
Geny Executor
Manifest-driven 21-stage agent pipeline for Python — 5 LLM backends (Anthropic / OpenAI / Google / vLLM / Claude Code CLI), tools, skills, memory, sandboxed CLI runs, MCP. The eng…
Autoagent
Zero-dependency LLM agent runtime — tool use, MCP, sandboxed self-written tools, checkpoint/resume, approval gates, bi-temporal fact memory, code-level guards (context bounds, loo…
AI Context Stack Agent
AI Context Stack Agent: Google OKF + MCP with Gemini — Knowledge-Grounded AI Agent for E-Commerce Analytics
Edge MCP
Stateless Model Context Protocol (MCP) server for Fastly Compute — an edge-native, WebAssembly reference implementation of the 2026-07-28 spec.