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MCP servers tagged function-calling

145 live MCP servers tagged "function-calling", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with function-calling.

145
live servers
39
avg trust
4.9K
most stars
51

Kleinanzeigen Reader

its-me-prash

Read & analyze any kleinanzeigen.de listing from any AI system — MCP server, function-calling schemas, Claude skill & CLI. Dealer detection, damage flags, view counts, price track…

★ 7updated 2 months ago
34
52

Zalo Agent

vuhai2002

Self-hosted AI agent living inside Zalo (personal account). Multi-account, 15 tools + external MCP servers, web dashboard, scheduler, durable memory, rich-text messages. Provider-…

★ 5updated a month ago
34
53

Agent Friend

0-co

Find the MCP schema issues eating your context window. 156 checks. Grade A+ through F. ESLint for MCP.

★ 4updated 7 months ago
34
54

Remote MCP

YaSh8202

Create and connect MCP servers to your favorite AI clients - no complex setup required!

★ 3updated 18 days ago
34
55

Skill Forge

A game content-ops agent factory and a controlled comparison of CLI-first tools, MCP tools, and native function calling—with and without Agent Skills.

★ 2
34
56

GEO AI

kaizen108

Optimize websites for AI search engines with a universal TypeScript engine supporting Next.js, NestJS, WordPress, and Shopify integration.

★ 2
34
57

TOAR

pooriayousefi

A production-grade, fully asynchronous C++23 agentic AI runtime that orchestrates ReAct (Reason-Act-Tool) loops with local and cloud LLMs. Zero external dependencies — JSON, corou…

★ 2
34
58

NDK SDK Py

abduznik

Natural-language tool calling for LLM agents — Python implementation of the NLT paper (arXiv:2510.14453). Boosts tool-calling accuracy on weak/free-tier models by up to 14%.

★ 2updated 2 months ago
34
59

Claude Work Sample

rominapitronello

Agentes de IA en produccion: conector MCP con siete herramientas, function calling, orquestacion multi-modelo (Opus/Sonnet/Haiku/Fable), diseno de prompts y gobernanza. Un problem…

★ 2
34
60

Diplomat Gate

Diplomat-ai

Runtime approval gates for AI agent tool calls. Intercept payments and emails before execution

★ 2updated 18 days ago
34
61

NovaBAIC

Verlintas

BetterAIChat2 (BAIC2) — 本地优先的 Android AI 智能体:流式聊天、Agents、52 个设备工具(截屏 OCR / UI 自动化 / 文件 / 网页 / 提醒 / 自动化 / 技能 / 子代理)、仿生记忆、MCP。Local-first Android AI agent with real device control.…

★ 2updated 7 days ago
34
62

Playground

Nsj94

Learn the Model Context Protocol by watching it happen — a real MCP client + server with a live JSON-RPC wire view, a guided tutorial, and Claude/GPT/Gemini agent modes. Built for…

★ 2updated a month ago
34
63

Codemode

imfing

Let LLMs write code that orchestrates your Python tools in a v8 sandbox

★ 2updated 7 months ago
34
64

AI Tool Calling

zlZayn

Write tools with @tool, auto-discover from tools/, and call LLM two ways: direct API (Tool Calling) or wrapped as MCP servers for agents.

★ 1
34
65

Openai Agenium Bridge

Aganium

OpenAI Function Calling bridge for the [Agenium](https://agenium.net) `agent://` protocol.

★ 1
34
66

Agent Tool Interop

Beltran12138

Research: which coding-agent CLIs expose a tool schema that a third-party inference backend can actually drive. Family A/B taxonomy, a drivability criterion, a compatibility matri…

★ 1
34
67

Awesome LLM Agent Protocols

Yukibei

A curated, layer-by-layer guide to protocols and standards for integrating LLM agents, with practical trade-off comparisons.

★ 1
34
68

Lobechat

invidious-choroidalartery953

Deploy a self-hosted AI chatbot with a feature-rich interface to power your LLM applications on Windows without subscription fees or usage limits.

★ 1
34
69

Schemafit

OrionArchitekton

Provider-aware structured-output / JSON-Schema CI linter: fail CI before your schema 400s on OpenAI, Anthropic, or Gemini.

★ 1updated 3 months ago
34
70

Bazaarmcp

vnmoorthy

Constraint-aware corporate procurement agent. Gemini 2.5 Flash function calling + WebMCP-style manifest discovery + server-side budget guardrails. Live supplier portal at the home…

★ 1
34
71

AI Tool Calling

Cogniform

Write tools with @tool, auto-discover from tools/, and call LLM two ways: direct API (Tool Calling) or wrapped as MCP servers for agents.

★ 1updated 6 days ago
34
72

Agent Skills

ssrjkk

100 curated bilingual (EN + RU) skills in the universal Agent Skills format for Claude Code, OpenCode, Cursor, Windsurf and every LLM/GLM agent — plus Python SDK + CLI with CI-enf…

★ 1updated 8 days ago
34
73

Skill Forge

LvienOeria

A game content-ops agent factory and a controlled comparison of CLI-first tools, MCP tools, and native function calling—with and without Agent Skills.

★ 1updated a month ago
34
74

Lite MCP SDK

a light weight version of mcp sdk inspired by official model context protocol sdk, NOW focus on sse only no stdio

34
75

SonAIengine/graph-tool-call

tools.

34
76

API To Tools

Universal library that converts any API (OpenAPI, WSDL/SOAP, GraphQL, gRPC) into LLM-callable tool definitions

34
77

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…

34
78

Toolschema

Canonical Python layer for AI agent tools - function to JSON Schema, once, everywhere. OpenAI, Anthropic, MCP, LangChain, FastMCP.

34
79

IRIS Project

IRIS — Integrated Runtime Intelligence Service. Multi-provider AI router with MCP server (13 tools), 16 providers (5 native + 11 OpenAI-compatible registry), council fan-out, batc…

34
80

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…

34
81

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

34
82

Unify

Unify MCP servers behind one endpoint with lazy loading, Python plugins, and role-based filtering for lower overhead and simpler config

34
83

K8s Assistant

Kubernetes Assistant for troubleshooting issues using LLM knowledge integrated with OCI CLI and OpenSearch

34
84

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.…

34
85

Reddit Pulse

An AI agent that measures Reddit sentiment on any topic, built on a Model Context Protocol (MCP) server with a live-streaming React frontend. Gemini function calling, deterministi…

34
86

Treelang

A typed orchestration language for AI-generated, validated tool programs that execute locally—without model round-trips between steps.

34
87

Resultseal

Deterministic observation-integrity contracts for AI-agent tool results. HTTP 200 is not an observation.

34
88

AI Context Stack Agent

AI Context Stack Agent: Google OKF + MCP with Gemini — Knowledge-Grounded AI Agent for E-Commerce Analytics

34
89

MCPConnectionHub

MCP Connection Hub - A unified Model Context Protocol Gateway

34
90

Azure Containerapps Dynamic Session Sample

Hands-on samples for Azure Container Apps Dynamic Sessions — execute Python code in the cloud via REST API, Function Calling, and MCP (Model Context Protocol) with Azure OpenAI

34
91

Aci Dev

ACI.dev — independent third-party profile of a public API surface, by API Evangelist. ACI.dev (Aipolabs Agent-Computer Interface) is an open-source tool-calling platform that hook…

34
92

Jiro

Jiro Search: local-first, AI-native web search & scraping API. Self-hosted SerpAPI alternative with MCP server, agentic research, 9 engines, and built-in legal compliance. MIT.

34
93

Codemode Go

Programmatic tool calling for Go agents: the model writes one JavaScript program that calls the tools you already have. A second execution strategy, not a replacement for tool cal…

34
94

Stackline Tool Router

Local, zero-dependency AI tool discovery for MCP, OpenAI, Anthropic, and Gemini catalogs

34
95

StudyAgent

📚 一个集成 Function Call + Skills + MCP 的知识学习智能体 —— 主体完成自动搜索网页、编撰教材、生成练习题任务 | 同时可作为Agent 框架教学项目

34
96

Awesome Agent Apis

A curated list of the best APIs for AI agents, scored by the Jentic API AI-Readiness Framework. Every entry links to a standardised OpenAPI spec.

34
97

Langchain Chatchat

基于Langchain-Chatchat项目的v0.2.10版本维护,进行优化和个性化开发,对齐openai、支持多模态、工具管理和调用、文档对话、token计算和对接任意第三方智能体平台。

34
98

Agent Building

零框架从零构建生产级 AI Agent — 四周手写 ReAct / MCP / LangGraph / AutoGen / Multi-Agent 协作

34
99

ZpAgent

ZpAgent - ReAct Agent (ChatBot)Project Built with LangChain 1.2 + LangGraph + FastAPI + Vue 3, this is a ReAct-paradigm intelligent agent that supports SSE streaming output, dynam…

34
100

Wedx Chat Completion

Chat Completions engine with function calling, streaming, Semantic Kernel/Azure, and full observability

34
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