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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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MCP server directory

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  • Accessibility1
  • Aerospace & Astrodynamics3
  • Aggregators133
  • Agreements & Coordination11
  • Architecture & Design39
  • Art & Culture78
  • Biology, Medicine and Bioinformatics44
  • Browser Automation99
  • Cloud Platforms183
  • Cloud Storage3
  • Code Execution769
  • Communication187
  • Conversational AI4
  • Cryptography239
  • Customer Data Platforms18
  • Data Platforms46
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  • Data Visualization10
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  • end to end RAG platforms6
  • Environment & Nature9
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  • Knowledge & Memory330
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  • Workplace & Productivity217
TrendingMost starsRecently updatedRecently added
S

Cloud Platforms

Spaceship MCP

Manage domains, DNS records, contacts, marketplace listings, and more via the Spaceship API

01mo ago
0

Embedded System

0x1abin/matter-controller-mcp

An MCP server for Matter Controller, enabling AI agents to control and interact with Matter devices.

01mo ago
O

Browser Automation

ofershap/real-browser-mcp

MCP server + Chrome extension that gives AI agents control of the user's real browser with existing sessions, logins, and cookies. No headless browser, no re-authentication.

01mo ago
B

Research

BrowseAI-HQ/BrowserAI-Dev

Evidence-backed web research for AI agents. Real-time search with cited claims, confidence scores, and compare mode (raw LLM vs evidence-backed). MCP server, REST API, and Python SDK.

01mo ago
B

Other Tools and Integrations

billster45/mcp-chatgpt-responses

MCP server for Claude to talk to ChatGPT and use its web search capability.

01mo ago
P

Code Execution

parasxos/cpp26-adapter

C++26 paper reference MCP (`cpp26-ref`) backing a Claude Code plugin: `lookup_paper`, fuzzy `search`, `compiler_status` over a 216-paper ISO/IEC 14882:2026 corpus. The plugin's skill + reviewer subagent use these tools to bias Claude toward reflection, contracts, `std::execution` senders, `#embed`, expansion statements — even when the local compiler lags. 95% on a held 39-task eval gate.

01mo ago
N

Data Visualization

nteract/semiotic

React data visualization MCP server with 30+ chart types. 5 tools: suggest charts for a dataset, render validated React configs to SVG, diagnose configuration anti-patterns, get component schemas, and report issues.

01mo ago
R

Data Visualization

Ratnaditya-J/csvglow

Generate beautiful self-contained HTML dashboards from CSV/Excel files with interactive ECharts visualizations, dark gradient theme, and sortable data tables.

01mo ago
N

Finance & Fintech

noblabs/lit-forge-mcp

Personal asset planning for Japan's つみたて NISA / iDeCo: 4 zero-auth tools — `simulate_nisa` (monthly compound), `plan_retirement` (3-scenario retirement gap analysis with Japanese pension defaults), `calculate_required_monthly` (back-calc to a target), and `calculate_compound_interest` (lump + monthly). Companion to https://lit-forge.com/nisa-simulator. npm: `lit-forge-mcp`. MIT, no telemetry.

01mo ago
K

Data Visualization

KyuRish/mcp-dashboards

45+ interactive chart types (bar, line, pie, candlestick, sankey, geo, radar, funnel, treemap, and more), dashboards with KPI cards, drill-down navigation, live API polling, 20 themes, and export to PNG/PPT/A4. Built on MCP Apps.

01mo ago
O

Search & Data Extraction

olostep/olostep-mcp-server

API to search, extract and structure web data. Web scraping, AI-powered answers with citations, batch processing (10k URLs), and autonomous site crawling.

01mo ago
K

Finance & Fintech

kukapay/cryptopanic-mcp-server

Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.

01mo ago
A

Other Tools and Integrations

awkoy/notion-mcp-server

Context-efficient alternative to the official Notion MCP: 43 operations (pages, databases, blocks, comments, files, templates) behind just 2 tools, ~90% less context overhead. Token auth, so it runs headless in CI, cron, and background agents where OAuth-only can't.

01mo ago
H

Biology, Medicine and Bioinformatics

HelixGenomics/Genomic-Agent-Discovery

Multi-agent MCP server for genomic analysis — specialized AI agents analyze raw DNA files across 16 databases (ClinVar, GWAS, gnomAD, CPIC, AlphaMissense, and more) and coordinate findings through shared MCP tools. Privacy-first, runs locally.

01mo ago
H

Biology, Medicine and Bioinformatics

hlydecker/ucsc-genome-mcp

MCP server to interact with the UCSC Genome Browser API, letting you find genomes, chromosomes, and more.

01mo ago
H

Biology, Medicine and Bioinformatics

healthchainai/HealthChain

Typed, validated FHIR tools for healthcare AI agents — build, read, validate, and code FHIR resources from a patient bundle, with terminology lookup and machine-readable validation reports built for fix-and-retry. `pip install healthchain[mcp]`

01mo ago
G

Biology, Medicine and Bioinformatics

genomoncology/biomcp

Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.

01mo ago
D

Biology, Medicine and Bioinformatics

dnaerys/onekgpd-mcp

☕ ☁️ 🍎 🪟 🐧- real-time access to 1000 Genomes Project dataset

01mo ago
S

Code Execution

sipyourdrink-ltd/bernstein

Deterministic multi-agent orchestrator for 37 CLI coding agents (Claude Code, Codex, Cursor, Aider, Gemini CLI, GitHub Copilot CLI, OpenHands, OpenCode, Goose, Qwen, Ollama, and more). MCP server mode (stdio + HTTP/SSE) exposes the orchestrator to any MCP client. Git worktree isolation per agent, HMAC-chained audit trail, cost-aware model routing via contextual bandit. Apache 2.0.

01mo ago
C

Biology, Medicine and Bioinformatics

Crindo2/gph-mcp-server

Healthcare service vendor matching for medical practices: 76,000+ curated vendors across 25 categories (billing, credentialing, EHR, compliance, legal) in all 50 US states.

01mo ago
M

Finance & Fintech

moxiespirit/oathscore

The trust layer for AI trading agents. Real-time world state (exchange status, VIX/VVIX/SKEW, economic events) in one call, plus independent quality ratings (0-100) for financial data APIs. 8 MCP tools.

01mo ago
S

Code Execution

spyrae/claude-concilium

Multi-agent AI consultation framework for Claude Code. Three MCP servers wrapping CLI tools (Codex, Gemini, Qwen) for parallel code review and problem-solving with fallback chains and error detection. Includes ready-to-use Claude Code skill.

01mo ago
L

Browser Automation

LvcidPsyche/auto-browser

Open-source MCP-native browser agent with human takeover via noVNC, reusable auth profiles, and approval/audit rails. Playwright + FastAPI, Docker-based isolated sessions, stdio bridge for Claude Desktop and Cursor.

01mo ago
J

Browser Automation

junipr-labs/mcp-server

Web intelligence API for AI agents — screenshot capture, PDF generation, page metadata extraction, and 75+ specialized data extractors for news, social media, SERP, pricing, and more. Free tier included.

01mo ago
G

Browser Automation

getrupt/ashra-mcp

Extract structured data from any website. Just prompt and get JSON.

01mo ago
M

Browser Automation

markmircea/Selenix-MCP-Server

MCP server bridging Claude Desktop with Selenix for browser automation and testing. Create, run, debug, and manage browser tests through natural language.

01mo ago
N

Browser Automation

ndthanhdev/mcp-browser-kit

An MCP Server that enables AI assistants to interact with your local browsers.

01mo ago
A

Code Execution

aymericzip/intlayer

A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.

01mo ago
M

Browser Automation

Mingye-Lu/AgenticCrawler

Autonomous LLM-powered web crawler with 17 browser tools and goal-driven agent. Single binary, stealth browsing, 25 LLM providers.

01mo ago
A

Spirituality & Esoterica

astroway/astroway-mcp

Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation API — natal charts, synastry, transits, Vedic dashas (Vimshottari, Yogini, Ashtottari, Kalachakra), 16 Vargas, Tarot (Rider-Waite-Smith / Marseille / Lenormand), Numerology (5 systems), Human Design, AI horoscopes. Sub-arcsecond Swiss Ephemeris precision, 10 000 free credits/month. Install: `npx @astroway/mcp`.

01mo ago
A

Architecture & Design

awdr74100/figwright

Bidirectional Figma server over a local WebSocket relay: turn a selection into framework-aware code (reusing your components and tokens), or author frames, text, styles, variables, and whole screens back onto the canvas. 92 tools, any MCP client, no Dev Mode seat or paid tier.

01mo ago
R

Art & Culture

rekordcloud/sonovault-mcp

Music metadata search over 90M+ tracks, artists, labels, and releases: genre, release dates, ISRC/ISWC codes, and cross-platform IDs (Spotify, Apple Music, Tidal, Beatport, Discogs, MusicBrainz, YouTube). `npx -y sonovault-mcp`

01mo ago
M

Art & Culture

mikechao/metmuseum-mcp

Metropolitan Museum of Art Collection API integration to search and display artworks in the collection.

01mo ago
J

Knowledge & Memory

JinyangWang27/people-context

Local-first memory for AI agents about the people in your life: explainable identity resolution, relationships, roles, facts, interactions, reminders, and communication guidance in one SQLite file you own. Imports are review-gated, sensitive disclosure is operator-gated, and ordinary operation makes no network calls. `uvx --from people-context people-context`

03w ago
D

Code Execution

dugubuyan/agent-nexus

🐍 🏠 ☁️ — Service-boundary-aware document exchange center for coordinating heterogeneous LLM code agents. Versioned Markdown store, pub-sub notifications, diff-aware updates, and lifecycle stage tracking. Each service registers as a sub-project; agents subscribe to cross-service document changes and receive structured diffs via MCP.

01mo ago
A

Knowledge & Memory

AshutoshRaj97/agentready-mcp

Make any website queryable by AI agents. Index a site then ask questions and get cited answers grounded in its content via RAG. Tools: `list_sites` and `ask_site`. `npx -y @agentreadyweb/mcp`

01mo ago

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