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Viridis Agent Fleet

jdhart81

Live 18-agent MCP economy: 117 tools for identity, trust, escrow, metering, notary, clean-energy tax credits, and more.

AI & Agents

SQL Server Table Assistant - Modal Context Protocol

hblaDCOM

SQL Server Agent tool (with MCP)

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MCP pour OpenAI et Claude

Spysailor

Implementation of OpenAI MCP Server

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Spring Boot MCP Server

ansis-m

AI & Agents

Octocode

bgauryy

Advanced AI code assistant that intelligently searches and discovers connections across GitHub repositories and NPM packages. Features zero-config authentication, smart fallbacks, and LLM-optimized content delivery. Ask natural language questions to understand code architectures,

AI & Agents

Attestor

bolnet

Audit-grade memory backbone for agent teams. Bi-temporal facts (event time + transaction time, with recall(as_of=...) replay), 6-step deterministic retrieval (no LLM in the critical path), conversation ingest with speaker-locked dual-pass extraction, per-tenant Postgres row-level

AI & Agents

Refgrow MCP Server

refgrow

MCP server for managing affiliate and referral programs. Create programs, track referrals, manage affiliates, process conversions, and handle payouts — all through AI assistants like Claude, Cursor, and ChatGPT.

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chatgpt-mcp-server

akiojin

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ATKN - Agent Trust & Knowledge Network

jlazoff

Trust-and-knowledge MCP server for agent ecosystems: score trust, verify/certify agents, register identities, and query a Neo4j-backed knowledge graph.

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Agent Audit

fullstackdegen

Agent Audit runs Lighthouse against any URL and converts the output into structured fix packs your coding agent can execute. Each fix pack includes the failing audit evidence, CSS selectors to locate the issue in your repo, implementation steps, and acceptance criteria to verify

AI & Agents

LLM/MCP Personal Assistant

mikefey

A personal assistant chat app that uses an MCP server

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SL

Secure LLM Proxy

wootock

OpenAI-compatible proxy with PII scrubbing, audit logging, and model routing. Drop-in replacement — set OPENAI_BASE_URL to point to this server. Supports GPT-4o, Claude, Gemini, and Llama via single endpoint.

AI & Agents

Custom MCP (Model Context Protocol) with ChatGPT AI Template

Wriath18

A Model Context Protocol (MCP Server) created from scratch

AI & Agents

langchain_mcp

ayushbaunthiyal

AI & Agents

EzVerify Mcp

jefferyleo

Official EzVerify MCP server. Let's Claude verifies emails, run bulk jobs, and check account stats directly from a conversation — no code required.

AI & Agents

TypeScript MCP with Filesystem Server and Ollama Integration

ausboss

A TypeScript example showcasing the integration of Ollama with the Model Context Protocol (MCP), specifically the Filesystem MCP Server. This project provides an interactive command-line interface for an AI agent that can utilize filesystem tools.

AI & Agents

Openai Deep Research Mcp

fbettag

OpenAI Deep Research MCP Server enables AI assistants to conduct comprehensive, multi-step research through intelligent web search and content synthesis. Transforms complex research queries into structured, citation-backed reports without writing custom search logic. Features ite

AI & Agents

Dear User

bleedmode

Tells you how you and your Claude agent actually work together. Reads your CLAUDE.md, hooks, skills, memory, and scheduled tasks — then writes you a letter. Three core tools: collab (collaboration scoring + lint), security (secrets scan, prompt-injection surfaces, rule conflicts)

AI & Agents
AC

AI candidate scoring via MCP. Score resumes against job descriptions with Claude — returns dimension scores, strengths, and gaps.

Spaceghost99

hrmcp-server is an MCP-native server for HR and recruiting workflows. Send a resume and job description, get back structured scores across four dimensions (skills match, experience, industry background, education), plus specific strengths and gaps grounded in the actual content.

AI & Agents

OpenAI MCP Server

marchampson

An mcp-openai-server for connecting via Claude or similar

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Remoet

remoet-labs

Job platform for AI agents. Connect Claude, Cursor, or any MCP client. Search tech companies by their real stack, star the ones you'd actually work for, save jobs to your shortlist. Through conversation, populate your profile from a CV, manage applications, and let your agent sur

AI & Agents

AgentPilot

HMCHENGGH

Task orchestrator & tool registry with built-in Agent Tool Intelligence. 28+ MCP tools: task planning, tool search with semantic quality scoring, trust engine, model routing. Find the best MCP tools without leaving your agent.

AI & Agents

Coinrithm Agent Trading

CoinRithm

Let any AI agent paper-trade crypto spot, futures, and prediction markets on CoinRithm using a user-minted API key. A simulated 50,000 virtual-mUSD account (no real money, not financial advice), 21 scope-gated tools, and a public Agent Arena leaderboard. Works with Claude, ChatGP

AI & Agents

Unwatched

Daniel1997x

Turn any YouTube video into an agent-executable runbook — timestamped steps, confidence markers, schema-validated (MD/YAML/JSON). Tools: decode_video, wait_for_job, get_runbook, list_library. Free tier: 5 decodes/month.

AI & Agents

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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LexiLint MCP — Offline Spell Check & BYOK Grammar for AI Assistants

raunakkathuria

Spell and grammar checking for AI assistants via Model Context Protocol. 100% offline spell check (zero tokens, zero API calls) using nspell. BYOK grammar checking with your own Gemini, OpenAI, or Claude API key. Works with Claude Desktop, Cursor, ChatGPT, and any MCP-compatible

AI & Agents

SwarmKit

Ferdev

Agent skills and MCP discovery metadata for using SwarmKit as an inspectable coding partner

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GA

Google Ads MCP

danielpopamd

Google Ads MCP server, remote and hosted by AdPlug. Connect Google Ads to Claude, ChatGPT, Cursor, and any MCP client. 16 tools, OAuth 2.1.

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AA

Agentmesh - AI agent governance middleware

angelnicolasc

Governance middleware for AI agents: deterministic policy enforcement, cryptographic audit trails with digital signatures, DLP/PII detection, Trust Score per agent (0-100), EU AI Act compliance (Art. 9, 11, 12, 14), Agent BOM generation, and Circuit Breaker. Native support for La

AI & Agents
TA

Tiktok Agent Publisher

davidmosiah

AI & Agents

AI Marketing Agent — SEO, Leads & Social

Citedy

Full-stack AI marketing toolkit — scout X/Twitter and Reddit for trending topics, discover and deep-analyze competitors, find content gaps, publish SEO- and GEO-optimized articles with AI illustrations and voice-over in 55 languages, create social media adaptations for X, LinkedI

AI & Agents

Slackbot MCP

adamkleingit

A Slackbot LLM agent that allows connecting to an LLM and MCP servers

AI & Agents
SA

Semantica AI — AI Visibility Analytics

kochenevsky

Track and grow your brand visibility across AI assistants: ChatGPT, Perplexity, Claude, Gemini, and more. Semantica AI MCP server gives AI assistants direct access to AI visibility analytics — monitor brand mentions in LLM responses, run visibility scans, analyze competitors, tra

AI & Agents

Multi-Agent Task Assistant with A2A & MCP-inspired Architecture

ogulcanakca

Agent-to-Agent (A2A) communication protocol for inter-agent coordination and a Model Context Protocol (MCP)-inspired architecture for interacting with external tool servers.

AI & Agents

OpenAI Image Generation MCP

jerryzhao173985

OpenAI Image Generation MCP that enables server to generate and edit images using OpenAI's gpt-image-1 api modes.

AI & Agents

Multi-Agent Thinking MCP Server

Hajime-Y

MCP server for multi-agent thinking using smolagents

AI & Agents
CH

Claude Historian

Vvkmnn

claude-historian - an MCP server that gives Claude access to your your previous messages and conversations.

AI & Agents

OpenAI Integration with MCP

Robinson777-prog

4-openai-integration

AI & Agents
C

ClawSearch

clawsearch

Security-first search engine for AI agent skills. Discover safe MCP servers and Claude Code skills with Trust Score ratings, 10-language semantic search, author verification, and trending rankings.

AI & Agents

MCP_client_server_arxiv_chatbot

2003Yash

AI & Agents

Biel.ai

techdocsStudio

Chat with any product's documentation from Claude, Cursor, Copilot, or any MCP client. Biel.ai turns technical docs into a queryable MCP server with accurate, sourced answers.

AI & Agents
OC

Osha Compliance Assistant

contextkits

Check workplace safety compliance against OSHA General Industry standards (29 CFR 1910) with cited regulation sections and corrective actions.

AI & Agents
LM

LivePort MCP

dundas

Give AI agents access to your localhost dev server. Zero-config tunnel that works with Claude Code, OpenClaw, and any MCP-compatible agent. No interstitial pages, no account required.

AI & Agents
YS

Youtube Shorts Agent

davidmosiah

AI & Agents

n8n MCP Server

mows21

MCP server for n8n integration with Claude and other LLMs

AI & Agents

claude-desktop-mcp-server

mows21

Claude Desktop MCP Server - Local desktop AI agent with file access and notifications

AI & Agents

Claude Usage Mcp

Orellius

MCP server for Claude Pro/Max subscription usage — session limits, weekly limits, per-model breakdown, extra credits. Zero config, reads your existing OAuth token.

AI & Agents

Integrating AI with Flutter: Creating AI Services with LlmServer and mcp_server

MCP-Dev-Studio

AI & Agents
O

OpenPitch

Avierovich

Open, real-time intelligence on AI startups — valuations, ARR, funding — every figure sourced, dated, and confidence-scored, with public-source contradiction flags. A free PitchBook alternative your AI agent can read: read-only, zero LLM calls, no API key. Run with: uvx openpitch

AI & Agents

Mcp Server And Claude for Desktop Example

t-shiratori

AI & Agents

kubectl-ai: Your AI-Powered Kubernetes Assistant 🤖

davidelavezzo114

AI powered Kubernetes Assistant

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Mcp_server_integration_with_ollama

Muralidharandraju

this repo has the mcp server with ollama

AI & Agents

Perplexity MCP Server

PoliTwit1984

AI & Agents

Mcp Server Example

ameyshrotri

🚀 A conversational AI agent powered by Model Context Protocol (MCP), Express.js, and Gemini API that can automate Twitter (X) posts and perform dynamic interactions.

AI & Agents

Upload Post

Upload-Post

Upload-Post is the all-in-one social media MCP server — the Model Context Protocol server for social media publishing, scheduling and analytics. Connect any MCP-compatible AI agent (Claude, Cursor, ChatGPT, Claude Desktop, n8n, and more) and publish, schedule and analyze content

AI & Agents

MCP Agent

nervo84

Implementation of an MCP (Model Context Protocol) architecture featuring an MCP client and an MCP server. The project enables structured communication between distributed systems, supporting asynchronous interactions and efficient message handling

AI & Agents
AA

Aiscale Agent Services

ry4ever

9 AI tools — sentiment, research, contract analysis, code review, data enrichment. Pay-per-call in USDC on Base via x402. No API keys, no subscriptions.

AI & Agents

🚢 TitanicAIAnalysis: Análisis de Datos con Claude y MCP

IzarLabs

MCP Server para análisis de datos sobre dataset del Titanic

AI & Agents

ACP-MCP-Server

GongRzhe

A bridge server that connects Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) clients, enabling seamless integration between ACP-based AI agents and MCP-compatible tools like Claude Desktop.

AI & Agents

Imagine if you could turn an LLM into a simulator

AgentTorch

AgentTorch MCP Server - Imagine if your models could simulate

AI & Agents

Frequently asked questions

Common questions about MCP servers, tools, and integrations

1

What is an MCP server?

An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.

2

How do I install an MCP server?

Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.

3

Are MCP servers free to use?

Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.

4

What is the difference between local and remote MCP servers?

A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.

5

Which AI clients can connect to MCP servers?

Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.

6

How can I evaluate whether an MCP server is safe and reliable?

Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.