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MCP servers tagged tool-calling
404 live MCP servers tagged "tool-calling", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with tool-calling.
AI Personal Assistant Agent
AI-powered personal assistant built with n8n, Google Gemini, and MCP that automates email drafting, calendar scheduling, and CRM contact management through natural language comman…
ShodhRAG
Build a local-first AI assistant using retrieval-augmented generation, agents, and tool calling, powered by Rust for secure and fast performance.
Simdiff
The effect layer for AI-agent firewalls — simulate an action, get a canonical effect delta. Zero-dep, deterministic, fail-closed. 5 domains (fs, sql, shell, http, solana).
Enterprise Agent Reliability Lab
A production-oriented enterprise AI agent with MCP tools, Agent Skills, tracing, reliability controls, and reproducible evaluations.
AI Operations Agent
Агентный анализ инцидентов для бэкенд-сервисов: workflow на LangGraph, интеграции через MCP, вызов инструментов и операции записи с подтверждением человеком
Company Connectors
Secure MCP servers + gateway that connect Claude, ChatGPT, Cursor and other AI assistants to company systems (CRM, helpdesk, read-only SQL, docs, calendar/email). OAuth 2.1, per-r…
Deterministic Safety Sandboxes With MCP
Dependency-free Python MCP server that puts a deterministic policy boundary in front of subprocess execution for agents.
Tool Call Replay Harness
Offline replay and assertion harness for AI agent tool-call transcripts, fixtures, retries, budgets, JUnit reports, and CI gates.
Research Papers
MCP research assistant for discovering arXiv papers through FastMCP, Groq and structured tool calling.
Tool Semantics
Behavioral compatibility testing for MCP tools and AI-agent interfaces know when a change breaks the agent, not just the schema.
Job Copilot Backend
FastAPI backend that scores a resume against a job description using Claude. Agentic RAG over Qdrant (Voyage embeddings + reranking), tool calling, MCP logging, prompt caching, SS…
Llama MCP Router
Tool-selection router for llama-server (llama.cpp) MCP tools: send the model only the tools a request needs. Pluggable selectors (Laya, BM25, custom).
Claim Studio
营销文案事实审校与视频合成 Agent：Qwen 经 MCP 检索资料逐句核查，缺证据即停止；5 种检索策略 Hit@5 10%→43.3%，4B/14B 对照留出集 75%→100%；148 测试、OTEL/Prometheus 可观测、人工确认绑定快照后渲染 FFmpeg 视频。 | Marketing fact-checking agent: Qwe…
Lightweight Coding Agent Harness
A lightweight, independently implemented Agent Runtime for structured tool calling, context management, recovery, Skills, MCP and agent evaluation.
Canvas Lms
MCP server for accessing the Canvas LMS for students
Dashboard
Browser-only MCP server explorer: discover MCP servers from the Pulse catalog, connect over HTTP or SSE with auth headers, inspect Blueprint capabilities, and run tools live. Reac…
Remote MCP Server Expense Tracker
Natural-language expense tracker powered by Claude Desktop via a remote MCP server.
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
Demo
Python MCP demo that runs a tool-enabled Groq-powered chat agent using Playwright, Airbnb, and DuckDuckGo MCP servers.
Server
Open-source MCP server connecting Vapi voice AI APIs with Claude Desktop. Manage assistants, create and schedule calls and use Vapi tools from your AI workflow.
Exchange Rate MCP
A Model Context Protocol (MCP) server that provides currency conversion functionality using the ExchangeRate-API.
Live Playground
Live IDE for building, testing and debugging MCP servers. LLM agnostic.
Blackgeorge
Code-first Python framework for AI agents: LLM tool calling, structured outputs with Pydantic, multi-agent orchestration, pause/resume workflows, and MCP tools. Works with OpenAI,…
Keel Agent
手写的 ReAct 运行时：四维预算护栏、上下文压缩、成本归因，工具走 MCP 对外暴露。
Weather Agent
Full-stack agentic weather app: React + LangChain + Anthropic Claude + FastAPI MCP server with LFU caching
WebSearch MCP
MCP server for web search and page fetching with markdown conversion for AI model integration in applications and citations.
Prompt Runner MCP
Local prompt template renderer with a tiny MCP stdio server.
Agent
A MCP-based agent architecture that integrates a large language model with external tool execution to demonstrate structured, controlled interaction between language reasoning and…
Forgemax
Collapse multiple servers and tools into two sandboxed MCP tools for efficient, typed JavaScript execution with secure resource access and concurrency.
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
Forgemax
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)
LocalMind
A graphic interface to interact with local LLMs.
Server
Minimal MCP reference - a Gemini agent that discovers and calls tools from a Python MCP server over stdio; two files, readable end to end
Server
MCP server for Vengtoo — gives AI agents tools to check authorization, list namespaces, and manage access policies directly from any MCP-compatible client.
MCP
MCP (Model Context Protocol) server endpoint for CitOmni applications. Exposes tools registered explicitly in config to AI clients over authenticated Streamable HTTP. Built on the…