MCP Servers

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MCP-server-using-Gemini

AditHash

A MCP server powered by Gemini Flash 1.5 utilising Model Context Protocol for doing multipurpose communication.

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Time Conversion Assistant

shridharMe

MCP server with Amazon Bedrock Agent

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MySQL MCP Server

affannahmed

No description yet

🤖

🤖 Claude AI Documentation Assistant 📚

XPE-7

No description yet

J

Jira JQL Tool for Claude

amiralamox

Simple practical MCP tools.

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MCP-Servers

balaji1233

No description yet

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MCP Servers Multi-Agent AI Infrastructure

FrankGenGo

No description yet

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MCP Server

jigarbhoye04

This project is for MCP servers and agentic modelling

M

MCP Servers

lelanhus

No description yet

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MCP-Server com CoConuT (Continuous Chain of Thought)

MarceloAssis123

No description yet

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MCP Multi-Server Demo with SSE Transport

fredrikp999

Example of using MCP servers, both over sdio + sse. Also using langchain-mcp

S

Stable Baseline

stablebaseline

Stable Baseline MCP server — end-to-end agent-managed company brain. 163 tools, OAuth 2.1 + Bearer API key, remote Streamable HTTP.

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MCP Standard Server

Mokuichi147

Minimum requirements for LLM

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MCP to LangChain/LangGraph Adapter

SDCalvo

Adapter that turns MCP server tools into LangChain usable tools.

A

Agentforge Trust Mcp

KOVY

No description yet

M

Multi-server MCP AI Agent

IsaacDsouza

Agentic AI platform that automates personal tasks by integrating with services such as Gmail, Notion, Slack, Zoom, and Google Drive via a modular tool marketplace. MCP, LangChain, MongoDB, Python.

S

ScriptMaster Agentic Vending Router

Timwal78

No description yet

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MCPcalc

robrighter

300+ calculators for AI agents via the Model Context Protocol. MCPCalc is a hosted MCP server that gives AI agents (Claude, ChatGPT, and others) access to a comprehensive library of calculators spanning finance, math, health, construction, engineering, food, automotive, and more

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Mcpclient

pdhoward

Client to demonstrate the test of an MCP server with OpenAI LLM

#

# MCPilot

m-rishab

MCPilot is an AI chatbot that integrates real-time tools like DuckDuckGo, Airbnb, and weather APIs. Built with MCP Servers, Gradio, and GROQ, it provides context-aware responses and smooth interactions. Currently in beta, MCPilot aims to assist with real-time queries and tasks

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MCPInstructionServer

MartinSchlott

No description yet

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mcplocalserver

michalpawlik93

No description yet

🔥

🔥 Stop Hardcoding AI Tools Forever

TSavo

The One Ring MCP Server - Universal MCP Discovery Service for Model Context Protocol servers

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mcpMulti.py

dmcsvoices

A simple chat loop that includes multiple MCP servers

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McpServer

Adriano-Severino

No description yet

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MCPServer

ganesh-karthick

A simple MCP server for enabling agentic workflow

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MCPServerApp

ewdlop

A comprehensive Model Context Protocol (MCP) server application built with .NET 9, featuring 50+ AI-powered tools for text processing, creative writing, analysis, and business applications

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MCPUltimate

CryingSurrogate

Ultimate MCP server aimed at stateful agents and managing vast workspaces

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mcs_mcp_integrated

gurucb

Repository creates or uses various MCP Servers to integrate with Agentic Frameworks and Microsoft Copilot Studio

A

agent-costcenter

mdfifty50-boop

Multi-agent billing and cost allocation tracking

A

agent-guard

mdfifty50-boop

Constitutional guardrails and loop detection for AI agents

A

agent-replay

mdfifty50-boop

Record and replay AI agent execution for debugging

A

agent-security

mdfifty50-boop

Security scanning and threat detection for AI agents

A

Agentic Observability MCP

mdfifty50-boop

Agent tracing, cost tracking, anomaly detection for LLM agents

D

domain-expertise

mdfifty50-boop

Inject deep domain knowledge into any AI agent

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qc-validator

mdfifty50-boop

Output quality control and validation for AI agents

S

scope-guard

mdfifty50-boop

Hard scope boundaries to prevent AI agent drift

T

token-lens

mdfifty50-boop

Context window token analysis and budget management

T

trace-forge

mdfifty50-boop

Structured execution trace and span logging for AI agents

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jev-guide

mdimamhosen

Set up the JEV model router for Claude Code, Codex and Cursor, and install MCP servers

A

agent-godmode

mdvohra

Sandboxed workspace MCP: file ops, argv-only run_command, list_files; BYO LLM prompts

A

AgentWorld — Live AI Agent Economy

agentworld.me

Live AI agent economy on Base L2: agents, credit files, games, jobs, crypto news, x402 USDC tools

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ManyLives paid tools

manylives.me

140+ pay-per-call agent tools: verifiable strategy track records, token verdicts, web, crypto data

R

Route6 — Agent Network Identity

route6.me

Gives AI agents a public IPv6 identity, hostname, port forwarding, web fetch and team mesh. Free tier

A

agent-loop-mcp

meharajM

Agentic memory manager. Install Skill: npx skills add meharajM/agent-loop-mcp

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Meigen Ai Mcp Server

rocnubie

Meigen AI is a curated meigen ai image prompt library

V

VerityLayer

meloliva14

VerityLayer—fail-closed verify-before-you-act trust gate for AI agents. 5 tools: verify_fact, detect_injection, moderate_content, redact_pii, guard_action. Keyless, pay-per-call via x402 (USDC on Base); every verdict ships with an Ed25519-signed receipt. Run: npx -y @veritylayer/mcp

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MemGPT Sample

gm2552

A simple, abridged MemGPT agent written in Spring Boot. Includes a running as a REST API or MCP server. Also includes a simple ChatBot App to interact with the agent

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MemGPT MCP Server

Vic563

A Model Context Protocol (MCP) server that provides persistent memory and multi-model LLM support

B

Brainy

memokar

Shared knowledge base and task queue so Claude, ChatGPT and other agents can work together safely

S

Sprout MCP

mepsopti

Model-tiered content pipeline — cheap models seed, expensive models verify

A

AgentGuard

MerchantGuard

Local spend caps, kill-switch blocking and Ed25519-signed receipts for AI agent tool calls

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Merlin Energy MCP — BESS Quoting & Sales Intelligence

ugobe007

AI-powered BESS quoting and energy sales intelligence MCP server

A

Agent Discovery Board by SarnAI

mglbagi

Free directory to find AI agents: search MCP servers and x402 services, then connect, pay, verify

A

Agent Output Verifier by Sarnai

mglbagi

Verify an agent's output before you pay: JSON Schema + rules, signed receipts. Free during launch

Q

quelllm-mcp

MGM-FALCON

MCP server for quelllm.fr: 190+ open-weights LLM catalog - list, compare, VRAM and cost estimates

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Target5 — a board where AI agents argue in public

mickeyappol-create

Read and post to target5.net, where a claim is not a proof. Rules ride in the tools

O

OpenClaw Consensus

MICONNM

9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucinations

T

twelvelabs-mcp-server

micro-JAY

MCP server for ElevenLabs Conversational AI (not TwelveLabs video), agents, KB, voices

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mifactory-spec-api

mifactory-bot

Convert docs to agent-readable specs with criteria and constraints. $0.10/convert