mcpbeat

MCP Server List

Every MCP server in the official registry that has something to show: 19 589 in total, of which 7 954 answered our last handshake and 2 244 are listed as active but do not respond. Sorted by uptime, real installs and the number of tools each one exposes — not by date added.

New to this? What an MCP server is, and what all 19 589 of them expose — written from our own handshakes, not from the specification.

7 954 answering 9 153 with real installs 107 295 tools indexed

201–300 of 19 589

page 3 of 196
Massed Compute
io.github.Massed-Compute/mcp

Massed Compute MCP — GPU inventory, VM lifecycle, billing, SSH keys, and setup recipes.

216 installs/wk 17 tools answering
IBGE Brasil MCP
io.github.SidneyBissoli/ibge-br-mcp

MCP server for live, sourced Brazilian public data from the official IBGE APIs.

170 installs/wk 22 tools answering
Egypt Research Commons
io.github.ahmedvnabil/egypt-research

Source-grounded research for Egyptian public affairs

155 installs/wk 21 tools answering
Quantustik
io.github.quantustik/mcp

Live S&P 500 quantum-model signals, forecasts and trade plans. Educational, not financial advice.

145 installs/wk 24 tools answering
TWZRD Agent Intelligence
xyz.twzrd.intel/twzrd-agent-intel

Trust + receipt layer for x402 agents on Solana: free preflight + paid signed V6 trust receipt.

123 installs/wk 24 tools answering
MERX - TRON Resource Exchange
exchange.merx/mcp

TRON energy exchange for AI agents. 54 tools, 30 prompts, 21 resources. A2A + ACP.

93 installs/wk 66 tools answering
France Data MCP
io.github.cturkieh/france-data-mcp

French public-data MCP: cross-ref health, demographics, business, geo & real-estate.

91 installs/wk 36 tools answering
Meridian
io.github.ajc3xc/meridian

Persistent memory, task coordination, and HITL queue for AI coding sessions.

82 installs/wk 156 tools answering
Ainote
io.github.seunghan91/ainote

Agent-native notes, tasks, dev-docs, vaults, sync & handoffs. MCP + OpenAPI dual surface.

79 installs/wk 52 tools answering
Sats4AI - Bitcoin-Powered AI Tools
io.github.cnghockey/sats4ai

40+ Lightning-paid AI tools for agents: calls, SMS, fax, voice, translation. No signup, no keys.

76 installs/wk 53 tools answering
Atlassian Dc MCP Confluence
io.github.b1ff/atlassian-dc-mcp-confluence

MCP server for Atlassian Confluence Data Center - access and manage content

6 750 installs/wk local only
PDF Reader MCP
io.github.SylphxAI/pdf-reader-mcp

Evidence-first PDF MCP. Agent Document Twin with citeable page+bbox evidence.

6 735 installs/wk local only
Elesync
io.github.darknodebros/elesync

Local-first MCP memory vault: files you own, shared across ChatGPT, Claude, Gemini & any MCP client

6 624 installs/wk local only
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Ctxlint
io.github.YawLabs/ctxlint

Lint AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual codebase

6 580 installs/wk local only
Inspeximus
io.github.DanceNitra/inspeximus

Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.

6 485 installs/wk local only
CrowdStrike Falcon MCP Server
io.github.CrowdStrike/falcon-mcp

Connects AI agents with CrowdStrike Falcon for security analysis and automation.

6 434 installs/wk local only
MCP Stdio
io.github.shigechika/mcp-stdio

Stdio-to-HTTP gateway — connects MCP clients to remote HTTP MCP servers

6 370 installs/wk local only
nable
io.github.getnable/finops-mcp

See where your cloud and AI bills go, and spend less. Local-first, in your terminal or editor.

6 331 installs/wk local only
MCP Neo4j Cypher
io.github.neo4j-contrib/mcp-neo4j-cypher

A simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database.

6 313 installs/wk local only
Repowise
dev.repowise/repowise

Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.

6 209 installs/wk local only
Vaara MCP Server
io.github.vaaraio/vaara-server

Accountable autonomy MCP server: gating, tamper-evident audit for every action

6 064 installs/wk local only
I
Yandex Tracker MCP
io.github.aikts/yandex-tracker-mcp

MCP server for Yandex Tracker API.

6 037 installs/wk local only
jDocmunch MCP
io.github.jgravelle/jdocmunch-mcp

Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs.

5 907 installs/wk local only
esa
io.github.esaio/esa

Official MCP server for esa.io - a documentation sharing service for teams

5 904 installs/wk local only
ClaudeR - RStudio MCP Server
io.github.IMNMV/clauder

Connect RStudio to AI assistants for interactive R coding and data analysis.

5 833 installs/wk local only
Hevy MCP Server
io.github.chrisdoc/hevy-mcp

MCP server for managing workouts, routines, and exercise data through the Hevy API

5 787 installs/wk local only
DataCharter
io.github.datacharter/datacharter

Local-first, contract-governed data explorer with read-only, PII-masked query tools for AI agents.

5 764 installs/wk local only
MCP Server Trello
io.github.delorenj/mcp-server-trello

MCP server for Trello boards with rate limiting, type safety, and comprehensive API integration.

5 763 installs/wk local only
Socraticode
io.github.giancarloerra/socraticode

MCP server for local codebase indexing, semantic search, and code dependency graphs.

5 731 installs/wk local only
Local MCP
io.github.lanchuske/local-mcp

Native macOS MCP server — 82 tools for Mail, Calendar, Teams, OneDrive and more.

5 681 installs/wk local only
MCP Image
io.github.shinpr/mcp-image

AI image generation and editing with prompt optimization and quality presets

5 641 installs/wk local only
Ruv Swarm
io.github.ruvnet/ruv-swarm

Neural network swarm orchestration with WebAssembly acceleration and MCP integration

5 589 installs/wk local only
Mulmocast Vision
io.github.isamu/mulmocast-vision

Easy and stylish presentation slide generator.

5 501 installs/wk local only
MCP Gsheets
io.github.freema/mcp-gsheets

MCP server for Google Sheets API — read, write, format, batch operations.

5 486 installs/wk local only
Elasticsearch MCP Server
io.github.cr7258/elasticsearch-mcp-server

MCP server for interacting with Elasticsearch

5 419 installs/wk local only
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Bitbucket MCP
io.github.MatanYemini/bitbucket-mcp

Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integration

5 099 installs/wk local only
Florentine AI
io.github.florentine-ai/mcp

MCP server for Florentine.ai - Natural language to MongoDB aggregations

5 091 installs/wk local only
LLMIntel Model Lifecycle
ai.llmintel/model-lifecycle

Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.

531 installs/wk 5 tools answering
TracePass
eu.tracepass/tracepass

Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS supply-chain events.

494 installs/wk 6 tools answering
Openaq MCP Server
io.github.cyanheads/openaq-mcp-server

Find air-quality stations and read pollutant observations from government monitors via OpenAQ v3.

445 installs/wk 7 tools answering
Opendata Cat
io.github.xaviviro/opendata-cat

15 Catalan portals + radio archive: gov, INE/REE/CNMC, CORA, Catalònica, radioteca.cat.

394 installs/wk 8 tools answering
Openlibrary MCP Server
io.github.cyanheads/openlibrary-mcp-server

Search books and authors, fetch editions, browse subjects, and resolve cover images.

298 installs/wk 10 tools answering
Carbone MCP
io.carbone/carbone-mcp

Generate PDF/DOCX/XLSX/PPTX from templates+JSON. Convert Office/HTML/MD to PDF. Universal templating

260 installs/wk 11 tools answering
agent-tools (x402 + MCP + A2A directory)
io.github.AgentTools-Cloud/agent-tools-mcp

Discover x402 services, MCP servers and A2A agents by intent — agent-tools.cloud directory.

257 installs/wk 11 tools answering
Livetennisapi MCP
io.github.livetennisapi/livetennisapi-mcp

Real-time tennis scores, players, odds and model win-probability for ATP, WTA, Challenger, ITF.

221 installs/wk 12 tools answering
I
Sunaiva Gate — Agent Rule Enforcement
io.sunaivacore/gate

MCP enforcement layer that intercepts AI agent actions and blocks rule violations before execution.

159 installs/wk 16 tools answering
Convertfilefast
io.github.MLTCorp/convertfilefast

Convert files, run PDF/image tools, create billing links, and report feedback.

136 installs/wk 17 tools answering
C
Deerdawn
com.deerdawn/deerdawn

AI session memory: the brief your AI reads before every session so no session starts cold.

119 installs/wk 23 tools answering
Lorg MCP Server
io.github.LorgAI/lorg-mcp-server

Shared, peer-validated knowledge archive for AI agents — search, contribute, and validate via MCP

98 installs/wk 26 tools answering
Kenwea Marketplace
com.kenwea.www/marketplace

AI agent marketplace: agents buy, sell, and collaborate on digital products via MCP.

80 installs/wk 29 tools answering
Captapi
io.github.CDCStream/captapi

Social media data: 85 tools across 11 platforms (YouTube, TikTok, Instagram, X & more), one key.

73 installs/wk 174 tools answering
Japan Real Estate Intel
io.github.sugukurukabe/japan-real-estate-intel-mcp

Japan real estate MCP: land price, risk, foot traffic, renovation. 10 prefectures.

71 installs/wk 33 tools answering
Cyclesite MCP Server
io.github.Tomalarrrr/cyclesite-mcp-server

Search, value, sell, and trust-check used bikes on Cyclesite — UK's used-bicycle marketplace.

62 installs/wk 34 tools answering
Argo MCP
io.github.Argo-RPG-Platform/argo-mcp

MCP server for Argo RPG Platform — connects AI assistants to campaign data via OAuth2

59 installs/wk 62 tools answering
OneQAZ Trading Intelligence
io.github.wnsod/oneqaz-trading-mcp

Live market data, signals, positions, and macro analysis for crypto, KR stocks, and US stocks.

57 installs/wk 39 tools answering
Autocarver
io.github.mdefrance/autocarver

Qualify dataset columns and process them against a target with AutoCarver, fully on your machine.

4 933 installs/wk local only
Variflight MCP
io.github.variflight/variflight-mcp

VariFlight's official MCP server provides tools to query flight, weather, comfort, and fare data.

4 810 installs/wk local only
WaveXisMCP
io.github.MathiasPaulenko/wavexis-mcp

220 browser automation tools for Chrome, Edge, and Firefox via CDP + BiDi. 100% Python.

4 797 installs/wk local only
AutoMobile
dev.jasonpearson/auto-mobile

Mobile device interaction automation via MCP

4 782 installs/wk local only
Yaver
io.github.yaver-io/yaver

Phone-first local dev MCP for Claude Code and Codex: install Yaver, pair mobile, run, build, deploy.

4 777 installs/wk local only
I
Redis MCP Server
io.github.redis/mcp-redis

Natural language interface designed for agentic applications to manage and search data in Redis.

4 762 installs/wk local only
Bettermemory
io.github.0Mattias/bettermemory

Memory for coding agents, checked against the filesystem and git before it is believed.

4 720 installs/wk local only
Deep Agentic Core MCP
io.github.DeepAgentLabs/deep-agentic-core-mcp

Unified MCP server for AgenticLens and Agentic Chaos capabilities.

4 720 installs/wk local only
Dynoxide
io.github.nubo-db/dynoxide

DynamoDB-compatible database engine in Rust on SQLite, with an MCP server for coding agents.

4 688 installs/wk local only
Git MCP Server
io.github.cyanheads/git-mcp-server

Comprehensive Git MCP server enabling native git tools including clone, commit, worktree, & more.

4 682 installs/wk local only
memo
io.github.jagoff/memo

Memory for AI agents — MLX (Apple Silicon) or CPU (Linux), sqlite-vec + BM25, zero cloud.

4 636 installs/wk local only
screenpipe
io.github.screenpipe/screenpipe-mcp

Search your local screen recordings, audio transcripts, and computer activity from screenpipe.

4 625 installs/wk local only
Django ORM Lens
io.github.FROWNINGdev/django-orm-lens

Django ORM static analysis MCP. Models, relations, migrations, indexes, signals, N+1.

4 602 installs/wk local only
Memory Arbiter MCP
io.github.billy12151/memory-arbiter-mcp

Shared memory store for AI coding tools with dual-timeline conflict arbitration.

4 579 installs/wk local only
PyScrappy
io.github.mldsveda/pyscrappy

Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents.

4 525 installs/wk local only
Extentos
com.extentos/mcp-server

Build smart-glasses apps with AI agents: scaffold, validate, and simulate before real hardware.

4 510 installs/wk local only
Kinocut
io.github.KyaniteLabs/kinocut

Guardrailed video editing for AI agents: FFmpeg, captions, effects, Hyperframes, and receipts.

4 510 installs/wk local only
Agentic Ledger
io.github.ShekharBhardwaj/agentic-ledger

Local-first flight recorder for AI agents: sessions, costs, loop runs, and stuck-loop flags.

4 349 installs/wk local only
MCP Local RAG
io.github.shinpr/mcp-local-rag

Easy-to-setup local RAG server with minimal configuration

4 320 installs/wk local only
Codescene MCP Server
com.codescene/codescene-mcp-server

An MCP server that provides CodeScene Code Health analysis tools.

4 297 installs/wk local only
Conduct AI
io.github.sseshachala/conduct-cli

List agents, trigger workflows, and enforce team AI policies with ConductGuard.

4 247 installs/wk local only
Misata
io.github.rasinmuhammed/misata

Multi-table synthetic data with FK integrity and exact declared aggregates. No real data.

4 198 installs/wk local only
Rootly
com.rootly/mcp-server

Incident management, on-call scheduling, and intelligent analysis powered by Rootly.

4 184 installs/wk answering
macOS-MCP
io.github.Jeomon/macos-mcp

MCP server for macOS desktop automation via the Accessibility API.

4 133 installs/wk local only
MCP Server Malcolm
io.github.nagameTW/mcp-server-malcolm

MCP server for Malcolm (Zeek/Suricata/Arkime/OpenSearch): threat-hunting access for AI agents

4 109 installs/wk local only
Flow Nexus
io.github.ruvnet/flow-nexus

Cloud-powered AI platform with multi-agent swarms, sandboxes, and workflow automation

4 106 installs/wk local only
Gk CLI
com.gitkraken/gk-cli

The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.

4 049 installs/wk local only
Mnemo
io.github.DanceNitra/mnemo

Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.

4 001 installs/wk local only
Veracium
io.github.veracium-ai/veracium

Provenance-aware memory for AI agents: quarantine, abstention gate, supersession-with-history.

3 960 installs/wk local only
Toon Memory
io.github.LuiggiVal08/toon-memory

Offline persistent memory for AI coding agents — 35 tools, 80% fewer calls, no LLM

3 942 installs/wk local only
Distil
io.github.dshakes/distil

Reversibly compress tool outputs to recoverable handles; expand to exact original bytes on demand.

3 939 installs/wk local only
Reddit MCP Buddy
io.github.karanb192/reddit-mcp-buddy

Reddit browser for AI assistants. Browse without API keys; add credentials for search and analysis.

3 909 installs/wk local only
P
Respira WordPress MCP
press.respira/respira-wordpress

WordPress MCP with native page-builder editing, full-page creation, and WooCommerce tools.

3 884 installs/wk local only
Sem
io.github.Ataraxy-Labs/sem

Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents

3 876 installs/wk local only
Npm Sentinel MCP
io.github.Nekzus/npm-sentinel-mcp

Advanced NPM analysis: Recursive security scanning, ecosystem awareness, and deep insights.

3 864 installs/wk local only
I
Prefect MCP Server
io.github.PrefectHQ/prefect-mcp-server

MCP server for Prefect. Monitor and debug workflows, deployments, and automations.

3 785 installs/wk local only
rmbr
io.github.SRock44/rmbr

Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.

3 765 installs/wk local only
Atlassian Dc MCP Bitbucket
io.github.b1ff/atlassian-dc-mcp-bitbucket

MCP server for Atlassian Bitbucket Data Center - interact with repositories and code

3 755 installs/wk local only
Charactercheck
io.github.chaoz23/charactercheck

Read-only CharacterCheck MCP server for deterministic character context with provenance and trust.

3 747 installs/wk local only
Openfoodfacts MCP Server
io.github.cyanheads/openfoodfacts-mcp-server

Barcode lookup, nutrition search, and product comparison for 3M+ crowd-sourced food products.

616 installs/wk 4 tools answering
Popdot AI
ai.popdot/popdot-mcp

Rent verified subdomains by the hour, day, or month. Free 24h trials, x402 USDC on Base.

475 installs/wk 5 tools answering
Stillos Notary MCP
io.github.stillmarcus24/stillos-notary-mcp

Ed25519-signed verdicts resolved against real ground truth. Free claim/verify; paid bonded dispute.

454 installs/wk 5 tools answering
Ibanforge
io.github.cammac-creator/ibanforge

Pre-payout IBAN screening for AI agents: validation, sanctions (OFAC), Swiss clearing, risk

423 installs/wk 5 tools answering
MCP Time
io.github.mcpcentral-io/mcp-time

Time MCP server via HTTP

404 installs/wk 6 tools answering
Formpaste
com.formpaste/formpaste

Create and wire up contact forms from your coding agent. Forms, snippets, and submissions.

350 installs/wk 6 tools answering

Narrow it down

the same servers, cut by what you actually need
Browser Automation 392
Web Search 2 555
Coding Agents 14 349
Databases 493
Vector and RAG 197
DevOps and Cloud 357
Observability 941
Security 800
Testing and QA 424
Project Management 211
Knowledge and Notes 206
Communication 598
Files and Storage 320
Data Analysis 647
Finance and Markets 1 581
Design 252
Workflow Automation 696
Documents and PDF 578
Social Media 454
E-commerce 180
Maps and Weather 622
Web Scraping 222