Discover Awesome MCP Servers

mem-agent-mcp

MCP server for the driaforall/mem-agent model that enables interaction with an obsidian-like memory system through apps like Claude Desktop or LM Studio.

n8n Workflow Builder

Enables AI-powered building, optimization, debugging, and management of n8n workflows directly from Claude. Features workflow analysis, execution monitoring, security audits, drift detection, and intelligent error debugging with best practices guidance.

Swagger MCP

High-performance server for exploring Swagger/OpenAPI specifications with dynamic session management, lightning-fast endpoint search, and efficient caching. Enables AI assistants to discover, search, and generate code from REST APIs.

raptio-mcp

Enables MCP clients to monitor KegLand RAPT fermentation chambers and RaptPill hydrometers via the RAPT.io API, and to control temperature, PID settings, and profiles when mutating operations are explicitly enabled.

Greek Financial Regulation MCP

Query Greek financial regulation data — regulations, decisions, and requirements from HCMC and Bank of Greece — directly from MCP-compatible clients like Claude or Cursor.

mcp_repo_e2769bdc

This is a test repository created by test script of MCP Server for GitHub

ScreenshotInk MCP Server

Enables AI agents to capture, batch, compare, and audit web pages using ScreenshotInk's hosted Chromium fleet, with tools for screenshotting, pixel-diff comparison, Lighthouse audits, and sitemap capture.

AllMCP

Open-source MCP hub providing a single endpoint for AI agents to access dozens of business integrations (CRMs, spreadsheets, telephony, ads) with multi-tenancy, OAuth, and context-efficient tool discovery.

Mercury Spec Ops MCP Server

Enables AI assistants to dynamically generate technology-specific prompts and modular templates for PRD, codebase analysis, and bug analysis through programmable tools, supporting 31 technology stacks and multiple analysis dimensions.

Agent Construct

An MCP server implementation that standardizes how AI applications access tools and context, providing a central hub that manages tool discovery, execution, and context management with a simplified configuration system.

SG Gov MCP Server

Unified MCP server offering 30 tools for Singapore government and public data including weather, transport, education, and property, with many tools working immediately without API keys.

HostGate MCP

Enables an MCP client to safely access selected local files and trusted executables with policy control, audit, and rollback via a Windows control center.

LLM Evaluation Harness MCP Server

Evaluates RAG outputs on faithfulness, answer relevancy, and context precision using an LLM-as-a-Judge backend. Exposes tools for running evaluations, scoring individual samples, and checking thresholds, enabling CI gating and on-demand assessment via MCP.

openai-image-mcp

Exposes multiple image generation backends as independent MCP tools for generating images with configurable models and parameters.

EVIDIQ Circuit MCP

Verifiable API proxy and circuit breaker guard for autonomous agents, offering TLS attestation, payload schema inspection, circuit breaker enforcement, webhook signature verification, and 0G-anchored receipt attestation.

slate

Enables AI agents to read and write to an iPad whiteboard via MCP, including structured elements, handwritten text, and image rendering.

brave-search-mcp-cloudflare

Enables Brave Search tools (web, news, image, video, local, summarizer) via remote MCP over HTTP, deployable on Cloudflare Workers with optional Cloudflare Access authentication.

cfr-compliance-mcp

A production-quality MCP server that exposes the official eCFR API as structured tools for AI-driven contract compliance, enabling retrieval of relevant Code of Federal Regulations by clauses extracted from contracts.

lc-editor

Enables creating and editing 9:16 video reels programmatically through MCP tool calls, with ffmpeg rendering, caption styling, and optional project presets.

lotor-mcp

A local receipt and approval gate for AI agent sessions. The agent can act, but it cannot sign.

gitlab-mcp-server

Enables interacting with GitLab repositories, merge requests, and code through natural language using MCP. Supports authentication with personal access tokens or OAuth2, and provides tools for listing projects, reading repository code, and analyzing merge request lifetimes.

EdgeOne Pages MCP

Enables the deployment of HTML content, folders, and full-stack projects to EdgeOne Pages to generate publicly accessible URLs. It integrates with edge functions and KV storage to provide fast content delivery and supports custom domain configuration.

SEFAZ BA: Certidão Negativa de Débitos

Enables querying official SEFAZ BA tax clearance certificates (Certidão Negativa de Débitos) through a read-only MCP tool, providing access to official fiscal status information for the state of Bahia, Brazil.

mcp-repo-search

Clones a Git repo into a temp directory so MCP clients can search and read files from another repo for context.

ContextMCP

Dockerized MCP server for context management with vector search, supporting local (Ollama + Pinecone Local) and cloud modes, multi-repo indexing, and backup/restore workflows.

mcp-prompt-lab

A local MCP server for prompt evaluation, enabling users to define test cases, run prompts against multiple LLM providers, score outputs with deterministic and LLM-graded assertions, and track quality over time, all within an AI coding environment.

timeline-mcp

A deterministic MCP server that gives AI assistants a temporal memory layer by extracting events from conversation, normalizing time expressions, and maintaining structured timeline state to enable consistent multi-session conversations.

mcp-thesportsdb

Enables AI agents to query sports data including teams, players, events, and standings from TheSportsDB through natural language or direct tool calls.

lmwharton/sieve-mcp

vc analyst for pitch deck to memo gen

Fact Checker MCP Server

Enables verification of simple factual claims (e.g., capital cities) by checking against Wikidata, returning accuracy and confidence scores.