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.

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.

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.

mcp-repo-search

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

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.

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.

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.

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.

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.

Switzerland Payments MCP

Enables AI agents to accept payments in Switzerland via Stripe hosted checkout, supporting TWINT, cards, and Apple Pay.

Peckboard Graphify

Enables agents to build and query code knowledge graphs for repositories in a folder — finding shortest paths between concepts, explaining concepts with neighbours and community context, and visualizing per-repo graphs through MCP tools.

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.

MCP Server Boilerplate

A starter template for building custom MCP servers that can integrate with Claude Desktop, Cursor, and other AI assistants. Provides example tools, TypeScript support, and automated publishing workflows to help developers create their own AI assistant integrations.

Andon SOP MCP Server

MCP server that connects to MES systems to enable SOP uploading and abnormal report queries via WorkBuddy.

Suunto MCP

Enables Claude to access and analyze Suunto sports watch data, allowing users to ask natural-language questions about their workouts, training metrics, and history.

Weather MCP Server

A free Model Context Protocol server that retrieves global weather data and forecasts via the Open-Meteo API, with Sydney set as the default location.

memory-kernel

A local memory layer for AI agents that stores structured memories in SQLite and retrieves relevant context for tasks.

AgentBase MCP Server

Open registry of agent instruction files — system prompts, skills, workflows, and domain packs. Exposes the OpenClaw registry via 4 MCP tools: search by keyword/category, fetch full instruction files, list categories, and get top-rated files. CC0 licensed, free to use.

kifrs-mcp-server

Enables querying K-IFRS and K-GAAP accounting standards from kifrs.com through Claude, providing tools for listing, retrieving standard details, and searching.

Jira MCP Server

Enables AI assistants to interact with self-hosted Jira instances for issue management, search, comments, and workflow transitions.

ira-universe

Public-safe visitor MCP for Claude Code and Cursor that explains what Ira is, how it is built, and how to adopt a factory-specific fork without sensitive data.