Discover quality MCP Services for stronger AI systems

finlab-ai

FinLab's official toolkit for Taiwan-stock quant research: hosted read-only MCP server (mcp.finlab.finance) plus skills and docs covering 900+ data columns, a sim() backtest API and 60+ strategies.

firecrawl-mcp-server

Verified

Official Firecrawl MCP server that lets AI agents search, scrape and interact with the live web, returning clean structured content via the Firecrawl API.

context7

Verified

MCP server (plus CLI and skills) that injects current, version-specific library documentation and code examples into LLM prompts so generated code uses up-to-date APIs.

haiku.rag

Local-first RAG tool that ingests PDFs, office files, HTML and images via Docling into embedded LanceDB with hybrid retrieval and reranking; exposes an MCP server and runs on Ollama.

mcp-alchemy

Verified

MCP server for working with relational databases (PostgreSQL, MySQL, SQLite, Oracle, MS SQL Server and others) from Claude and other LLMs, built on SQLAlchemy.

Notte Browser

Verified

Full-stack framework and cloud browser infrastructure for building and scaling AI web agents; includes the Notte Browser MCP server in this monorepo.

MCP Toolbox (Google)

Verified

Open-source MCP server (formerly genai-toolbox) that connects AI agents, IDEs and apps to databases (Spanner, Postgres, MySQL and more) with prebuilt and custom tools.

Exa Web Search

Verified

MCP server that connects agents to Exa for web search (web_search_exa), content fetching (web_fetch_exa) and multi-step research; also available as a hosted endpoint at mcp.exa.ai.

haiku.rag

Local-first RAG tool that ingests PDFs, office files, HTML and images via Docling into embedded LanceDB with hybrid retrieval and reranking; exposes an MCP server and runs on Ollama.

Exa Web Search

Verified

MCP server that connects agents to Exa for web search (web_search_exa), content fetching (web_fetch_exa) and multi-step research; also available as a hosted endpoint at mcp.exa.ai.

airweave (archived)

Archived August 2026. Platform that continuously synced data from 50+ apps, tools and databases and exposed it through a unified search interface (REST API, SDKs, MCP) for grounded agent context.

acemcp

MCP server wrapping Augment's Context Engine for codebase indexing and semantic search, exposing a search_context tool; installable via uvx acemcp.

annas-mcp

Go MCP server and CLI to search and download books and articles from Anna's Archive, auto-picking healthy mirrors; downloads require a donation-tier API key.

SearXNG Search

Verified

MCP server that connects agents to a SearXNG instance for web and other meta-search queries.

better-icons

MCP server and CLI that searches 200,000+ icons across 150+ collections (Lucide, Heroicons, Material Design) and syncs them into React, Vue, Svelte, Solid or plain SVG projects.

duckduckgo-mcp-server

Verified

MCP server providing web search through DuckDuckGo with content fetching and parsing, usable from MCP clients such as Claude Desktop.

opendia

Open-source alternative to Perplexity Comet/Dia: a local MCP server plus browser extension that lets AI agents drive Chrome/Firefox with existing sessions, cookies and 18 automation tools.

Awesome MCP ZH (resource list)

Verified

Curated Chinese-language Awesome-list of MCP resources: guides, servers, clients, prompts and community links.

klavis

Open-source MCP integration platform: 100+ prebuilt OAuth-enabled MCP integrations, Strata connectors and an MCP sandbox for RL training; cloud-hosted or self-hosted with SDKs.

PAL MCP Server

MCP server that lets AI coding CLIs orchestrate multiple model providers (Gemini, OpenAI, Grok, Ollama, OpenRouter and custom endpoints) in one conversation, with tools like consensus, codereview and planner.

Deebo MCP (unmaintained)

Verified

Repository no longer exists (404). Was an agentic debugging system MCP server; the site keeps this entry for reference only.

context7

Verified

MCP server (plus CLI and skills) that injects current, version-specific library documentation and code examples into LLM prompts so generated code uses up-to-date APIs.

Notte Browser

Verified

Full-stack framework and cloud browser infrastructure for building and scaling AI web agents; includes the Notte Browser MCP server in this monorepo.

figma-context-MCP

Verified

MCP server (Framelink) that feeds AI coding tools like Cursor simplified Figma layout and styling data for one-shot design-to-code implementation.

MiniMax MCP Server

Verified

Official MiniMax MCP server for MiniMax text-to-speech, video and image generation APIs.

FAL AI Image Generation

Verified

MCP server that generates logos via FAL AI, with background removal and automatic scaling to 32x32 and 128x128 transparent PNGs.

Unsplash MCP Server

Verified

MCP server for searching Unsplash photos with keyword relevance, color scheme and orientation filters plus custom sorting and pagination.

Tripo 3D

Verified

MCP interface connecting AI assistants to Tripo AI text-to-3D asset generation, with import into Blender via the Tripo addon (alpha stage).

video-editing-mcp

Verified

MCP server that lets LLMs upload, analyze, search, edit and generate videos via the Video Jungle API.

image-gen-server

Verified

Image-generation MCP server for Cursor that calls the Jimeng (Jimeng AI) API to turn text prompts into saved images.

Short Video Maker

Verified

Generates short-form videos from text using Kokoro TTS, Whisper captions, Pexels background footage and Remotion rendering, exposed as both MCP and REST servers.

blender

Verified

MCP server with a Blender add-on that lets AI agents create, modify and export 3D scenes and models in Blender via natural-language tool calls.

MCP Toolbox (Google)

Verified

Open-source MCP server (formerly genai-toolbox) that connects AI agents, IDEs and apps to databases (Spanner, Postgres, MySQL and more) with prebuilt and custom tools.

postgresql-model-context-protocol-(pg-mcp)-server-7fh

Verified

MCP server for PostgreSQL letting AI agents explore schemas and run read-only SQL queries, with PostgreSQL extension documentation helpers.

Supabase MCP (Community)

Verified

Community MCP server that runs SQL against Supabase PostgreSQL behind a three-tier safety system (safe/write/destructive), plus Management API and Auth Admin access. No longer actively maintained - Supabase now ships an official MCP server.

mcp-alchemy

Verified

MCP server for working with relational databases (PostgreSQL, MySQL, SQLite, Oracle, MS SQL Server and others) from Claude and other LLMs, built on SQLAlchemy.

Redis

Verified

MCP server exposing Redis database operations (string/hash get-set, delete, scan, sorted-set commands), installable via npx or Smithery.

MongoDB

Verified

MCP server that lets AI assistants (Claude Desktop, Cursor) inspect MongoDB collections and schemas and run queries, aggregations and writes.

wren (archived)

Verified

Archived May 2026. Semantic context engine for AI agents: governed business models and metrics (MDL) over data sources with planned SQL generation for natural-language queries; code merged into Canner/WrenAI.

postgresql-mcp

Verified

MCP server letting clients perform CRUD operations, schema inspection and custom SQL queries on configured PostgreSQL tables.

firecrawl-mcp-server

Verified

Official Firecrawl MCP server that lets AI agents search, scrape and interact with the live web, returning clean structured content via the Firecrawl API.

MCP Toolbox (Google)

Verified

Open-source MCP server (formerly genai-toolbox) that connects AI agents, IDEs and apps to databases (Spanner, Postgres, MySQL and more) with prebuilt and custom tools.

bm.md

Markdown typesetting assistant for WeChat Official Account articles, web pages and image export, with live preview, themes, CLI and REST API, and an MCP interface for agents.

sail

Verified

Drop-in Apache Spark replacement written in Rust, unifying batch, streaming and compute-intensive AI workloads; ships as PySail on PyPI.

Playwright Browser Automation

Verified

Microsoft's MCP server for browser automation via Playwright, interacting with pages through structured accessibility snapshots instead of screenshots.

Awesome MCP ZH (resource list)

Verified

Curated Chinese-language Awesome-list of MCP resources: guides, servers, clients, prompts and community links.

scrapling

Adaptive Python web-scraping library with self-healing parsers and anti-bot fetchers; its optional MCP server lets agents scrape and crawl sites (pip install scrapling[ai]).

browser-tools-mcp

Verified

MCP server plus Chrome DevTools extension streaming console logs, network activity, screenshots and Lighthouse audits from a real browser session to AI coding agents. v2.0 is a full rewrite - 1.2.x users should upgrade.

firecrawl-mcp-server

Verified

Official Firecrawl MCP server that lets AI agents search, scrape and interact with the live web, returning clean structured content via the Firecrawl API.

Exa Web Search

Verified

MCP server that connects agents to Exa for web search (web_search_exa), content fetching (web_fetch_exa) and multi-step research; also available as a hosted endpoint at mcp.exa.ai.

sail

Verified

Drop-in Apache Spark replacement written in Rust, unifying batch, streaming and compute-intensive AI workloads; ships as PySail on PyPI.

scrapling

Adaptive Python web-scraping library with self-healing parsers and anti-bot fetchers; its optional MCP server lets agents scrape and crawl sites (pip install scrapling[ai]).

paperbanana

Open-source implementation of Google Research's PaperBanana: multi-agent pipeline that generates publication-quality academic diagrams and statistical plots, exposed via an MCP server (11 tools).

klavis

Open-source MCP integration platform: 100+ prebuilt OAuth-enabled MCP integrations, Strata connectors and an MCP sandbox for RL training; cloud-hosted or self-hosted with SDKs.

apple-health-mcp

Local-first MCP server that lets AI assistants query Apple Health exports (sleep, workouts, heart rate) via SQL over DuckDB, with schema discovery, query and report tools.

finlab-ai

FinLab's official toolkit for Taiwan-stock quant research: hosted read-only MCP server (mcp.finlab.finance) plus skills and docs covering 900+ data columns, a sim() backtest API and 60+ strategies.

haiku.rag

Local-first RAG tool that ingests PDFs, office files, HTML and images via Docling into embedded LanceDB with hybrid retrieval and reranking; exposes an MCP server and runs on Ollama.

Notion MCP (Official, deprecated)

Verified

Official Notion MCP server exposing the Notion API (search, page/content CRUD) to AI clients. No longer actively maintained - users are directed to the hosted Remote Notion MCP at mcp.notion.com.

airweave (archived)

Archived August 2026. Platform that continuously synced data from 50+ apps, tools and databases and exposed it through a unified search interface (REST API, SDKs, MCP) for grounded agent context.

vestige

Fail-closed agent runtime firewall exposed over MCP: the model proposes actions, a deterministic gate decides, and every action is recorded in a signed append-only Strata memory log.

moltbrain

Long-term memory layer for OpenClaw, MoltBook and Claude Code agents that auto-captures observations and recalls project context via MCP tools, using SQLite plus ChromaDB.

apple-notes-mcp (archived)

Verified

Archived August 2025. MCP server that let Claude Desktop read, list and search notes in the local Apple Notes database.

Solana Docs MCP (stale)

Verified

Stale since April 2025: the repository never grew beyond the stock MCP SDK demo template and documents no Solana functionality despite the name.

LogSeq MCP

Verified

MCP server that connects to a Logseq graph via its local HTTP API so assistants can read, write and manage pages, with optional vector search and DB-mode support.