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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.
Swift Agent SDK
Typed, model-agnostic LLM agents in Swift — a pydantic-ai port built on Apple FoundationModels. Anthropic Claude, OpenAI, Google Gemini, and on-device, with tools, structured outp…
Tool Call Guard
Deny-by-default policy gate for AI agent tool calls — allowlists, validation, rate caps, approval hooks, audit trail. One policy model, enforced in JavaScript and Python.
AgentToolGate
本地 AI Agent 工具治理网关：不防提示词注入发生，防注入得逞后的高危工具调用后果（policy / approval / audit / MCP 双向治理）
AsterMux
Adaptive model-agnostic gateway for Cursor ACP with OpenAI and Anthropic compatibility, universal pooling, tools, batching, and elastic memory.
Xsaf
DEPRECATED: Use Effect Agent or similar.
Scalekit SDK Java
Java SDK for Scalekit — auth stack for agents. SAML, OIDC, SCIM, MCP Auth, agent auth, tool-calling.
Aria Agentic AI Orchestrator Workflow Engine
Multi-utility AI chatbot combining LangGraph, Gemini 2.5, agentic RAG, intelligent tool routing, persistent threads, MCP integration, and LangSmith observability for production-re…
Athlete Performance Platform Showcase
Technical showcase production application demonstrating LLM integration, MCP pattern, RAG systems, and modern architecture.
Dhms Engine
DHMS / AgentFuse: Execution assurance layer for AI agents — verify tool-call decisions, dispatch boundaries, and execution outcomes.
Agent Smithers
Agentic AI assistant for Matrix with multi-provider LLMs (OpenAI, xAI, LM Studio), tools, MCP, and image/video generation
Dscope Camel Agent
Enterprise-ready Apache Camel agent framework for blueprint-defined AI workflows, tool orchestration, Spring AI provider integration, DScope persistence, AGUI experiences, and rea…
Caduceus
Provider-agnostic transport and routing for LLMs: normalize OpenAI, Anthropic, and Gemini, route by cost, quality, or latency with per-model circuit breakers, USD budgets, automat…
Page Agent SDK
给网页一个会改页面的 AI 助手。一行代码挂载对话框，AI 通过工具按 schema 安全读写页面数据，实现「对话式」搭建/编辑/运维。
Tech Radar Agent
Local AI-agent research copilot: hybrid retrieval (E5 + BM25 + RRF + cross-encoder), bounded ReAct agent with deterministic citation validation, FastAPI + React chat UI, and a rea…
Agent Tool Gateway
The tool-execution layer of an agent-as-a-service platform: what has to hold before a hosted agent touches a customer's live endpoint.
Cogway
Local bridge: run Codex, Claude Code and OpenCode on your Notion AI account. Unofficial, ToS risk.
LLM Abi
One schema. Every model. A schema compatibility compiler for LLM providers.
AI Surface Skills
Canonical Agent Skills collection for tool and MCP contracts: schemas, permissions, human approval, breaking review, and evaluation.
Py MCP Server Explorer Notebook
🧪 Explore and test MCP servers with fastmcp and FastAgent. List tools, invoke APIs, and augment LLMs with real-time capabilities using OpenAI, Claude, and Brave Search.
Auto Shipping
LLM and MCP workflow automation project for seller backend operations, logistics waybill creation, and browser-based process automation.
Tool Calling Capabilities Of Smaller Models
This project investigates the tool calling capabilities of smaller large language models. It also includes an OpenAI API compatible implementation of the Hammer Client.
Serverless AI Agent
AI task agent with natural language understanding, tool calling, and serverless architecture (AWS CDK + Gemini + TypeScript)
AI Agent Labs
Repository of labs and experiments focused on AI Agent Engineering, multi-agent systems, and intelligent automation using LLMs, MCP, and modern architectures for autonomous agents.
LLM Portability Demo
Zero-dependency provider-portability packages for OpenAI-compatible agents working together end to end. Runs offline.
AI Financial Scenario Analyst
Decision-support demo that separates language interpretation from deterministic financial calculations, with typed tools, audit traces, and regression tests.
GemmaM5 1 FullStack
Repeatable and auditable local Gemma 4 26B A4B QAT setup for MacBook Air M5 (24 GB) with vision, reasoning, documents, controlled tools, MCP and local APIs. No model weights inclu…
Kickoff Spring AI
Hands-on Spring AI tutorial, themed as a World Cup 2026 fan assistant: 16 modules from chat clients to RAG, guardrails, and evaluation.
Yana AI
Yana AI 🐰 One runtime. Any AI. Human-governed. A local-first, cross-platform system for running, connecting, orchestrating, and governing AI — with deterministic control over wh…
Consentry
A local policy gate for AI agent tool calls.
Spring AI Integration
A curated collection of Spring Boot projects demonstrating AI and LLM integrations, including examples of AI-powered applications, multi-provider LLM setups, and best practices fo…
Langchain MCP Tools Py Usage
MCP Tools Usage From LangChain ReAct Agent / Example in Python
Mirrorlake
AI powered color abilities.
Chat Bridger Backend
Actors - a multi-agent AI system enabling client-side tool execution through callback mechanisms. Built with FastAPI and OpenAI's Agents SDK, it features intelligent agent orchest…
Tool Tax
Measure the hidden token bill of MCP and agent tool catalogs.
Ollama MCP Chat CLI
A terminal MCP chat agent on a free local model (Ollama) with Groq/GitHub fallbacks - implements an MCP Server (tools, resources, prompts) and an MCP client with an agentic tool-…
Tools MCP Test Golang
🤖 Go Tutorial: AI Chatbot → Production Agent (18 Steps). MCP Protocol • DeepSeek • Real-time Weather • JWT Auth • Rate Limiting • Database Persistence
Remote MCP Server Expense Tracker
Natural-language expense tracker powered by Claude Desktop via a remote MCP server.
Curate
Turn an OpenAPI/Swagger spec into a high-quality, curated MCP server — consolidates endpoints into clear tools and proves it with an eval harness.
Tool Schema
Convert any JSON Schema into a valid tool / function calling schema for OpenAI, Anthropic, Gemini and MCP. Zero dependencies.
Agent Action Runner
Agent-safe action and workflow runner for TypeScript backends.
YakAgent
Lightweight Python agent framework — tool-calling loop, permissions, sub-agents, streaming. 17 LLM providers, 15 built-in tools.
Diet
Transparent MCP proxy that cuts tool-schema tokens by 50-78%, in under a millisecond, with no LLM in the loop.
Mads
Personal AI Operating System. A production-grade CLI assistant with autonomous tool calling, Google Workspace, GitHub, Spotify, Document Intelligence, Memory, MCP integration, int…
Omnibot
🤖 MCP-native AI Agent Framework — plug any MCP server, ship an agent in minutes. ReAct loop + multi-LLM + tool calling.
Github Copilot Authstack
Scalekit auth plugins for GitHub Copilot CLI — MCP Auth for agent tool-calling.
Thmes
Thai Hermes Agentic Shell — agentic terminal UI for local MLX/Ollama models: privacy relay, agentic tools, self-heal, web terminal
LangGraph Agentic Graph RAG
A LangGraph-native Agentic AI framework integrating adaptive 3-way Graph RAG, MCP (Model Context Protocol) tool execution, and SGLang-powered GoT reasoning.
Doctor Assistant
AI-powered doctor appointment assistant using MCP (Model Context Protocol)
Spring AI Agents Rag
Production-shaped Spring AI reference app (Java 25, Spring Boot 3.5): multi-provider LLM chat (OpenAI, Vertex AI, Hugging Face, Ollama), advanced RAG over pgvector with Cohere rer…
Local Tools Client
A lightweight MCP-based AI client that enables LLMs to interact with local tools like file reading and calculations through structured tool-calling architecture.