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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 & Design40
  • Art & Culture78
  • Biology, Medicine and Bioinformatics44
  • Browser Automation99
  • Cloud Platforms183
  • Cloud Storage3
  • Code Execution769
  • Communication187
  • Conversational AI4
  • Cryptography240
  • Customer Data Platforms18
  • Data Platforms46
  • Data Science Tools40
  • Data Visualization10
  • Databases169
  • Delivery17
  • DevOps1
  • E-Commerce40
  • Education12
  • Embedded System18
  • end to end RAG platforms6
  • Environment & Nature9
  • File Systems46
  • Finance & Fintech474
  • Gaming68
  • Health & Wellness3
  • Home Automation8
  • Industrial & IoT4
  • Knowledge & Memory330
  • Legal32
  • Location Services53
  • Marketing131
  • Monitoring84
  • Multimedia Process71
  • OS Automation15
  • Other Tools and Integrations253
  • Podcasts4
  • Product Management16
  • Real Estate14
  • Research53
  • Search & Data Extraction273
  • Social Media61
  • Speech-to-Text3
  • Spirituality & Esoterica10
  • Sports37
  • Support & Service Management15
  • Text-to-Speech9
  • Translation Services6
  • Travel & Transportation53
  • Version Control33
  • Web Scraping24
  • Workplace & Productivity222
TrendingMost starsRecently updatedRecently added
A

Monitoring

arnavranjan005/mcp-telemetry

Socket.IO-style telemetry for MCP servers. Instrument a tool call with a few lines of `mcp-telemetry-sdk`, and `telemetry_subscribe` streams its live progress (steps, logs, cost, done) to any connected MCP client via `notifications/progress` — no polling, and a job started in one session can be watched from a completely different one.

02mo ago
O

Knowledge & Memory

ohad6k/emulo

Loads your personal profile, mined from your local Claude Code/Codex/OpenCode logs, so your agent works like you instead of a cold start. One tool, `load_emulo_profile`. Run with `uvx emulo mcp`.

0
2mo ago
D

Finance & Fintech

decidefyi/decide

Deterministic refund eligibility notary MCP server. Returns ALLOWED / DENIED / UNKNOWN for subscription refunds (Adobe, Spotify, etc.) via a stateless rules engine.

02mo ago
T

Other Tools and Integrations

TheoBrigitte/mcp-time

MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities.

02mo ago
D

Finance & Fintech

decksaga/market-pulse-mcp

Live market data for AI agents — crypto prices, stocks (any ticker), S&P 500/NASDAQ/Dow indices, forex (150+ pairs), trending coins, and Fear & Greed Index. 8 tools, zero API keys, zero cost. Uses CoinGecko, Yahoo Finance, and ExchangeRate API.

02mo ago
T

Location Services

ThinAirTelematics/thinair-geo

Location & routing intelligence for AI agents — geocoding, truck routing with hazmat/dimension constraints, traffic, weather, isochrones, place search. Full planet coverage. Hosted MCP server with OAuth 2.0 + Bearer auth.

02mo ago
Y

Knowledge & Memory

yamantaka520/Agent-Memory-OS

Local-first memory engine for AI-agent teams: private/team/project ACL (a hard gate before ranking), associative recall, and federated sync where revocation propagates across nodes. SQLite + FTS5, no LLM required; MCP server + web console included. `pip install 'agent-memory-os[mcp]'`

02mo ago
H

Search & Data Extraction

HasData/bing-mcp

Remote MCP server for Bing search: organic results with the ad block and the Copilot answer, targeted by market, country, language and device, as JSON.

01mo ago
C

Legal

conformi-eu/conformi-search-mcp

EU legal research with verifiable CELEX citations from the EUR-Lex corpus (DE/EN/FR). Semantic search, knowledge reports and application-date timelines for GDPR, AI Act, NIS2, DORA and more. Remote server at conformi.eu/api/mcp, listed in the MCP registry as eu.conformi/conformi-search.

02mo ago
G

Legal

gavelin-ai/mcp

State legislative intelligence for AI agents. Speaker-attributed hearing transcripts, bills, votes, and AI-generated reports from US state legislatures. Remote server at mcp.gavelin.ai/mcp.

02mo ago
M

Marketing

MatiousCorp/google-ad-manager-mcp

Google Ad Manager API integration for managing campaigns, orders, line items, creatives, and advertisers with bulk upload support.

02mo ago
C

Legal

cm2489/oravan

Nonpartisan U.S. Congress data: plain-language bill decodes (bilingual EN/ES), representative lookup by ZIP with district-office phone numbers, and what’s-moving urgency ranking. Read-only, keyless, no accounts. Remote server at oravan.org/api/mcp/mcp, listed in the MCP registry as org.oravan/mcp.

02mo ago
O

Legal

open-agreements/open-agreements

Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment, cloud terms) and produce signable DOCX files.

02mo ago
J

Legal

JamesANZ/us-legal-mcp

An MCP server that provides comprehensive US legislation.

02mo ago
N

Legal

NexusFeed/nexusfeed-mcp

US state ABC liquor license compliance lookup (CA, TX, NY, FL) — search by trade name, owner, or license number and verify status, expiration, and address against state portals. Every response includes a verifiability block with extraction confidence and source URL.

02mo ago
E

Legal

edithatogo/fyi-cli

Multi-jurisdiction Freedom of Information / Official Information request tracker (`fyi-mcp`) for Alaveteli platforms (FYI.org.nz, WhatDoTheyKnow, RightToKnow, and more). Local SQLite storage with tools for requests, authorities, correspondence, offline sync, and health checks. Official MCP Registry: `io.github.edithatogo/fyi-mcp`.

02mo ago
A

Art & Culture

abhiemj/manim-mcp-server

A local MCP server that generates animations using Manim.

02mo ago
H

Knowledge & Memory

HatmanStack/ragstack-mcp

MCP server for RAGStack serverless knowledge bases. Search, chat with AI-generated answers, upload documents/media, scrape websites, and analyze metadata through an AWS-powered RAG pipeline (Lambda, Bedrock, S3, DynamoDB).

02mo ago
Q

Location Services

qinisolabs/floodwise

England flood-risk by postcode from official Environment Agency open data (OGL) — long-term risk band, or an honest "not found" outside England.

02mo ago
official
S

Databases

seedfast-ai/seedfast-mcp

Fills a PostgreSQL database with synthetic test data generated from its live schema, so an agent can plan a seed, run it and follow it to completion without production data. Runs as `npx -y seedfast mcp`, published in the official MCP registry as `st.seedfa/seedfast`.

01mo ago
P

Legal

philrox/ris-mcp-ts

Access Austrian federal laws, state laws, court decisions, and legal documents via the RIS (Rechtsinformationssystem) API with 12 specialized tools.

02mo ago
P

Legal

ptrinh/finalnotice-mcp

Generate localized debt-collection demand-letter PDFs (formal letter + matching envelope) across 100+ jurisdictions and 33 languages. No auth, no key — tools: `list_jurisdictions`, `preview_demand_letter`, `generate_demand_letter`. Hosted Streamable HTTP at finalnotice.io/mcp.

02mo ago
A

Location Services

APOGEOAPI/apogeoapi-mcp

Geographic data and live exchange rates: 250+ countries, 5K+ states, 150K+ cities, IP geolocation, and 161 currency rates in one MCP server. Requires `APOGEOAPI_KEY`.

02mo ago
B

Location Services

bamwor-dev/bamwor-mcp-server

World geographic data for AI agents. 261 countries with 20+ statistics and 13.4M cities with population, coordinates, and timezone. Powered by Bamwor API.

02mo ago
P

Legal

Pactlio-ai/pactlio-mcp

Contract tools for AI agents: statute-cited requirements per contract type × US state/country, non-compete enforceability for all 50 states + DC, intake schemas, async multi-agent contract drafting with free previews, and contract risk analysis. Anonymous remote server at www.pactlio.com/api/mcp, listed as a [hosted connector on Glama](https://glama.ai/mcp/connectors/com.pactlio/contracts).

02mo ago
V

Legal

Vaquill-AI/canlii-mcp

Canadian case law and legislation metadata via CanLII. Bring-your-own free CanLII API key. Hosted endpoint at canlii-mcp.vaquill.ai. MIT.

02mo ago
G

Knowledge & Memory

GistPad-MCP

Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the [GistPad VS Code extension](https://aka.ms/gistpad).

02mo ago
official
O

Location Services

Off-Nadir-Lab/offnadir-delta-mcp

Live, geolocated world-event intelligence and a Daily World Brief for AI agents — query event signals (coordinates, severity, sources), hotspots, and satellite imagery (Sentinel-1/2 etc), plus an OSINT/GEOINT analyst. Streamable HTTP + OAuth; free tier, token-metered.

02mo ago
D

Location Services

devilcoder01/weather-mcp-server

Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.

02mo ago
G

Location Services

gaopengbin/cesium-mcp

AI-powered 3D globe control via MCP. Connect any MCP-compatible AI agent to CesiumJS — camera flight, GeoJSON/3D Tiles layers, markers, spatial analysis, heatmaps, and more through 19 natural language tools.

02mo ago
B

Location Services

baphometnxg/aloha-fyi-mcp

First dedicated Hawaii tourism MCP server. 2,583 bookable tours from Viator, GetYourGuide, Klook, and Groupon, plus 579 events across 70+ venues on Oahu, Maui, Big Island, and Kauai. Results ship with affiliate booking links. Hosted Streamable HTTP endpoint — no install required. Powered by [aloha.fyi](https://aloha.fyi).

02mo ago
D

Location Services

discava/mcp-server

Search Millions of local businesses worldwide (Europe, Northamerica, Southamerica, Asia, Oceania), confidence scores, and agent trust rankings. No API key required.

02mo ago
G

Location Services

GeiserX/pumperly-mcp

Go-based MCP server for Pumperly fuel price comparison. Query gas station prices, plan fuel-efficient routes, and find nearby EV charging stations. Docker image available.

02mo ago
V

Location Services

Vortx-AI/emem

Earth memory MCP server that gives AI agents signed geospatial facts and cite-able receipts for place-based questions. Covers elevation, land cover, surface water, vegetation, and built-up context. Public endpoint at `https://emem.dev/mcp`.

02mo ago
I

Code Execution

IlyaGulya/gradle-mcp-server

Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting

02mo ago
G

Knowledge & Memory

gregario/brewers-almanack

A brewing knowledge MCP server with beer styles (BJCP 2021), 113 hop varieties, malts, yeasts, water profiles, off-flavour diagnosis, recipe suggestions, and food pairings.

02mo ago

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