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MCP servers tagged function-calling

125 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.

125
live servers
39
avg trust
4.9K
most stars
1

Yomo

yomorun

🦖 Serverless AI Agent Framework with Geo-distributed Edge AI Infra.

★ 1.9Kupdated yesterdayApache-2.0
92
2

Dexto

truffle-ai

Agent harness and tookit for building AI agents and agentic applications. CLI and SDKs included

★ 652updated yesterdayNOASSERTION
87
3

Aci

aipotheosis-labs

ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The birt…

★ 4.9Kupdated 4 months agoApache-2.0
86
4

Makerai

gustavoeenriquez

The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, MCP protocol, and universal LLM connector. Supports OpenAI, Claude, Gemini, Ollama, and…

★ 214updated 8 hours agoMIT
85
5

Peta Core

dunialabs

The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based approvals.

★ 59updated a month agoNOASSERTION
75
6

LLM Functions

sigoden

Easily create LLM tools and agents using plain Bash/JavaScript/Python functions.

★ 777updated a year agoMIT
74
7

AIaW

AI as Workspace - An elegant AI chat client. Full-featured, lightweight. Support multiple workspaces, plugin system, cross-platform, local first + real-time cloud sync, Artifacts,…

64
8

Gemini Search

arjunprabhulal

Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational queries into flight searches using Gemini's function calling capabilities and MCP's flight search tools

★ 56updated 2 months ago
62
9

Mcpc

micl2e2

Cross-platform C SDK for Model Context Protocol (MCP), in modern🚀 C23.

★ 33updated a year agoMIT
62
10

Xemantic AI Tool Schema Mdc

xemantic

Adapting xemantic-ai-tool-schema to Model Context Protocol kotlin-sdk Tool input

★ 7updated 7 months agoApache-2.0
62
11

Toolregistry

Oaklight

ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs (OpenAI, Anthropic, Gemini, LangChain, MCP)

★ 66updated yesterdayMIT
61
12

Cyrene Agent

一款开源、基于昔涟开发的桌面 AI 智能体/An open-source desktop AI agent based on Cyrene.

★ 696
59
13

Fim One

LLM-powered Agent Runtime with Dynamic DAG Planning & Concurrent Execution

52
14

Gemma MCP

monatis

MCP Client for Gemma-3

★ 12updated a year ago
46
15

Agentmaker

A general-purpose Python framework for building LLM agents and multi-agent systems. "Four lines of code, an agent with memory."

44
16

Dida RollingGo Hotel MCP Global

Official DIDA Hotel Booking MCP Server. 14-year travel tech data stack, 2M+ hotels at wholesale rates, 40+ LLM compatible. Free unlimited calls for businesses & individual devs. F…

44
17

SirChatalot

A Telegram bot that proves you don't need a body to have a personality. Works with any OpenAI-compatible LLM; agentic tools, MCP, RAG over your files, memory, vision, voice and im…

44
18

RollingGo Hotel MCP Global

Official RollingGo Hotel Booking MCP Server. 2M+ hotels at wholesale rates, 40+ LLM compatible. Free unlimited calls for businesses & individual devs. Filter by location, date, st…

44
19

1c AI Connector

ИИкона — AI-коннектор для 1С:Предприятие 8.3: LLM-провайдеры, агентская петля (function calling), RAG, MCP-сервер, мониторинг ошибок с ИИ-анализом, генератор диаграмм

44
20

LLM Dev Demo

Hands-on examples for LLM application development, including agents, RAG, MCP, structured output, and Text-to-SQL.

★ 44
39
21

Agentweave

sauravsingla

Pre-inference tool and agent routing for MCP, A2A and tool-rich LLM systems. Reduce candidate tools before model inference with policy-aware routing and recovery.

★ 39updated 22 days ago
39
22

Agent Zero To One

Baton01

从零开始学 AI Agent:17 章渐进教程 + 每章可运行代码 + 算法面试轨(100 题详解)+ 65 道模拟面试题 + 项目实战案例(真实 Go Agent 项目源码级复盘,76 道练习题)+ 本地多语言在线判题(Python/C++)。网页版双击即开,无需 API Key 也能跑完。

★ 12updated 27 days ago
39
23

Observee

Observee (YC S25) lets you build AI agents with 1000+ integrations using MCPs with managed OAuth, Security and Observability

39
24

AgentRunKit

Lightweight Swift 6 framework for building LLM-powered agents — cloud + on-device inference via MLX on Apple Silicon

39
25

Agentlys

Lightweight AI agent library. Turn Python functions/classes into AI tools instantly. No verbose configs or complex abstractions.

39
26

Yaicli

YAICLI: A powerful command-line AI assistant with 25+ LLM providers. Features chat, command execution, quick queries, function calling, MCP support, and persistent history. Seamle…

39
27

Opencode LLM Proxy

Local AI gateway for OpenCode with tool/function calling — use any model via OpenAI, Anthropic, or Gemini API

39
28

ToolRAG

Unlimited LLM tools, zero context penalties — ToolRAG serves exactly the LLM tools your user-query demands.

39
29

Ia Na Pratica

IA na Prática: LLM, RAG, MCP, Agents, Function Calling, Multimodal, TTS/STT e mais

39
30

HarnessSmith

Forge your own agent harness — a config-to-code generator that renders a thin, standalone Python agent harness you fully own. No LangChain/LangGraph/ADK lock-in, no dependency on…

39
31

Learn Agent The Hard Way

笨办法学 Agent · 亲手打造一个 harness——不用框架,32 个练习亲手写出一个 agent harness 的每一层。系列第一本,全书已完结,三本各自独立不分先后。

39
32

Tier

A 1.5B model shown all 80 tools picks the right one half the time — not because it can't call tools, but because it can't find them. Tier adapts the tool presentation to model siz…

39
33

Chatsong

A lightweight, portable executable for invoking LLM with multi-API support - eliminating installation requirements while maintaining operational efficiency. 轻量级大语言模型api调用工具,无需安装,仅…

39
34

Java Agent Study

从 Java 开发者到 AI Agent 工程师的 30 天实战之路 | Spring Boot + Spring AI + MCP + Multi-Agent

39
35

Askit

LLM Function Calling Library and CLI with Support for MCP Servers

39
36

Plugin.delivery

AI plugin marketplace. SDK, gateway & developer tools for building function-calling plugins. OpenAPI compatible, multi-language support, Vercel edge deployment. Build chat plugins…

39
37

Tscg

TSCG — Deterministic tool-schema compiler for LLM agents. 50-72% token savings, 50 tools in 2.4ms. Phi-4 recovers from 0% to 90% accuracy. 459 tests, zero dependencies, MIT.

39
38

Oh My

didrod205

Lint your MCP server before a model chokes on it. oh-my-mcp checks an MCP server's tool definitions — names that break function-calling, missing/weak descriptions, invalid input s…

★ 1updated 4 months ago
37
39

Function Calling Adapter

This library provides a function calling adapter for the Model Context Protocol (MCP).

37
40

Conv

Standalone package for converting API specs into agent-ready tool surfaces.

37
41

Apiz

MCP (Model Context Protocol) server for apiz.ai — exposes generate / get_result / search_models / guide / account / speak / parse_video / transfer_url tools

37
42

Espresso MCP

An MCP Server for the Espresso Android Test Framework, crafted to improve testing capabilities and optimize development workflows.

37
43

Discover

Active tool discovery for AI agents — find, activate, and orchestrate 3,400+ governed MCP servers on demand

37
44

Scoutkit

Ready-to-use, tool-call-wrapped data-source clients for AI agents — Twitter/X (twitterapi.io), YouTube, Reddit, Hacker News, Google SERP (Serper), Exa, Tavily, and Apify (TikTok).…

37
45

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
46

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
47

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
48

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
49

GEO AI

kaizen108

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

★ 2
34
50

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
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