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Searchable catalog of Model Context Protocol servers. Find tools that connect your AI assistant to the services and data you use.

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  • Aerospace & Astrodynamics3
  • Aggregators109
  • Agreements & Coordination2
  • Architecture & Design30
  • Art & Culture64
  • Biology, Medicine and Bioinformatics38
  • Browser Automation81
  • Cloud Platforms157
  • Cloud Storage3
  • Code Execution672
  • Communication154
  • Conversational AI4
  • Cryptography199
  • Customer Data Platforms16
  • Data Platforms40
  • Data Science Tools35
  • Data Visualization8
  • Databases156
  • Delivery13
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  • E-Commerce25
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  • end to end RAG platforms4
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  • Support & Service Management11
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  • Workplace & Productivity204
TrendingMost starsRecently updatedRecently added
H

Code Execution

hernaninverso/eleata-verify-mcp

Grounding / hallucination guard: verify a claim against evidence (Supported/Refuted/Not Enough Evidence) with a confidence + abstain flag, for RAG and agents. `npx -y eleata-verify-mcp`.

01d ago
official
E

Code Execution

emailens/mcp

Official MCP server for Emailens, the rendering linter for email. Lint HTML email for rendering issues across 15 clients (Gmail, Outlook, Apple Mail and more), score CSS compatibility 0-100 per client, simulate dark mode, and get framework-native fix snippets for React Email, MJML, and Maizzle. `npx -y @emailens/mcp`

0
1d ago
official
O

Finance & Fintech

ophis-fi/ophis

Agent-first intent-based DEX aggregator (self-hosted CoW Protocol). Remote Streamable HTTP at https://mcp.ophis.fi/mcp, no auth, holds no keys. 12 tools: parse_intent (natural-language swap to structured intent), resolve_token (symbol to canonical address, fails closed), list_chains, get_quote, expected_surplus, build_order (bounded, ready-to-sign EIP-712 CoW order with the receiver pinned to the owner), submit_order, lookup_tier (fee-rebate tier), get_balances, get_portfolio, get_gas, get_token_chart. Live across 11 EVM chains: Ethereum, Optimism, BNB Chain, Gnosis, Polygon, Base, Arbitrum, Avalanche, Plasma, Ink, Linea.

01d ago
H

Data Platforms

Hug0x0/mcp-reunion

96 tools across 21 modules for La Réunion (French overseas region) open data: economy, demographics, geography, transport, health, education, elections, tourism, housing, environment, and more. Powered by data.regionreunion.com and data.gouv.fr. Install: `npx -y mcp-reunion`.

01d ago
official
O

Real Estate

ogasurfproject-jpg/horizon-shield

Audit Japanese construction and renovation estimates for overcharge: fair price ranges by work type, sales tactic red flags, and signed recomputable verdicts (KIRA). Includes an agent intake desk and a directory of independently audited contractors. Remote server, no API key required.

01d ago
C

Cryptography

chrbailey/promptspeak-mcp-server

Pre-execution governance for AI agents. Intercepts and validates every agent tool call through an 8-stage pipeline before execution — risk classification, behavioral drift detection, hold queue for dangerous operations, and complete audit trail. 45 tools, 658 tests.

01d ago
C

Search & Data Extraction

chanmeng/google-news-mcp-server

Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).

01d ago
B

Architecture & Design

bobaba99/motionlint

Catch bad animations before they ship. 13 deterministic checks on the live page (duration, easing, stagger, exits, reduced-motion, touch-gated hover) with no API key or LLM, plus optional vision-LLM UX review across viewports. Install via NPM: `npx -y motionlint mcp`

01d ago
X

Art & Culture

XavierFabregat/spotify-mcp

Conversational Spotify control with intent-shaped tools: play by description, queue, devices, playlists, and library, plus a 2-minute PKCE setup wizard. Built for the post-Feb-2026 Spotify Web API. `npx -y @xavifabregat/spotify-mcp`

01d ago
S

Art & Culture

shunshi-ai/bazi-reader-mcp

Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time correction and multilingual output (中文/EN/日本語/한국어). `npx shunshi-bazi-mcp`

01d ago
P

Data Platforms

paracetamol951/caisse-enregistreuse-mcp-server

Allows you to automate or monitor business operations, sales recorder, POS software, CRM.

01d ago
official
M

Art & Culture

memebo-at/memeboat-mcp

Create real, shareable memes from 25,000+ templates on [memebo.at](https://memebo.at). Search the catalog, caption a template, get a live meme URL back. Free, anonymous, no API key. Remote server at `https://memebo.at/mcp` or `npx -y memeboat-mcp`.

01d ago
T

E-Commerce

TonyWang-hub/mcp-cn-commerce

Read-only merchant data connector for 8 Chinese e-commerce platforms — Tmall/Taobao, JD.com, Pinduoduo, Douyin Shop + Qianchuan ads, Kuaishou, Xiaohongshu, and WeChat Store. Orders, products, after-sales, inventory, and ad reports for AI agents. Published on the official MCP Registry. Install via `pip install mcp-cn-commerce`.

01d ago
C

Data Platforms

Castaldo-Solutions/mcp-vtenext

MCP server for VTENext CRM (open-source vtiger-based). Query, create and update opportunities and contacts via the WebService API. Available on npm as `@castaldosolutions/mcp-vtenext`.

01d ago
C

Databases

crystaldba/postgres-mcp

All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks

01d ago
E

Databases

edwinbernadus/nocodb-mcp-server

Nocodb database integration, read and write capabilities

01d ago
C

Databases

cr7258/elasticsearch-mcp-server

MCP Server implementation that provides Elasticsearch interaction

01d ago
D

Databases

devopam/MCPg

Production-grade PostgreSQL MCP server with 100+ tools for catalog introspection, AST-validated safe query execution, index tuning, natural-language SQL, pgvector/TimescaleDB/AGE integrations, and HTTP/stdio transports.

01d ago
D

Databases

designcomputer/mysql_mcp_server

MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines

01d ago
D

Databases

domdomegg/airtable-mcp-server

Airtable database integration with schema inspection, read and write capabilities

01d ago
D

Databases

Dataring-engineering/mcp-server-trino

Trino MCP Server to query and access data from Trino Clusters.

01d ago
F

Databases

f4ww4z/mcp-mysql-server

Node.js-based MySQL database integration that provides secure MySQL database operations

01d ago
I

Cryptography

icoretech/warden-mcp

MCP server for Bitwarden and Vaultwarden vault management. Search, create, edit, and organize logins, notes, cards, identities, SSH keys, folders, collections, attachments, and Sends via the official `bw` CLI.

01d ago
I

Cryptography

imran-siddique/agentos-mcp-server

Agent OS MCP server for AI agent governance with policy enforcement, code safety verification, multi-model hallucination detection, and immutable audit trails.

01d ago
D

Data Science Tools

datalayer/jupyter-mcp-server

Model Context Protocol (MCP) Server for Jupyter.

01d ago
P

Data Science Tools

phuongrealmax/code-guardian

AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot detection, complexity metrics, persistent memory, and automated refactoring plans.

01d ago
F

Databases

freema/mcp-gsheets

MCP server for Google Sheets API integration with comprehensive reading, writing, formatting, and sheet management capabilities.

01d ago
G

Databases

get-convex/convex-backend

Convex database integration to introspect tables, functions, and run oneoff queries ([Source](https://github.com/get-convex/convex-backend/blob/main/npm-packages/convex/src/cli/mcp.ts))

03d ago
official
H

Data Science Tools

HumanSignal/label-studio-mcp-server

Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.

01d ago
G

Databases

gannonh/firebase-mcp

Firebase services including Auth, Firestore and Storage.

01d ago
I

Travel & Transportation

isabellaliebgott/mcp-esim

Travel eSIMs for 193 countries. Stripe + Bitcoin checkout. QR by email in 30s. No API key. Install: `npx -y @worldcitisim/mcp-esim`.

01d ago
P

Data Science Tools

pramod/kaggle

This Kaggle MCP Server makes Kaggle more accessible by letting you browse competitions, leaderboards, models, datasets, and kernels directly within MCP, streamlining discovery for data scientists and developers.

01d ago
official
L

Marketing

Linkly Link Shortener

Linkly is a link shortener with geo redirects, link rotators, conversion tracking, and a powerful link shortener API.

01mo ago
J

Aggregators

jabbawocky/proposalcraft

MCP server that drafts client proposals in your own voice. Save 2-3 of your winning proposals, paste a new brief, and Claude generates a ready-to-send draft. No API key, no cloud — local storage only. `npx -y github:jabbawocky/proposalcraft`

01d ago
official
M

Workplace & Productivity

Magica MCP

> Connect AI assistants like Claude, Cursor, and Codex to Magica using the Model Context Protocol. Magica provides a remote Model Context Protocol (MCP) server that lets AI assistants discover models, generate media, check run status, and reuse uploaded or generated assets. It supports the Streamable HTTP transport for session-aware clients and plain HTTP for simpler ones. Clients that support custom headers can use the same Bearer API key as the REST API. OAuth-only clients such as Claude Desktop discover Magica's sign-in flow automatically.

4 tools · Browse models, Generate media

01d ago
K

Databases

kosminus/querywise-mcp

Query SQL databases (SQLite, PostgreSQL, BigQuery, Databricks) in natural language through a business semantic layer — glossary, metrics, and a data dictionary grounded against your real schema.

01d ago

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