mcpbeat

MCP Server List

Every MCP server in the official registry that has something to show: 19 589 in total, of which 8 124 answered our last handshake and 2 074 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.

8 124 answering 9 153 with real installs 107 541 tools indexed

401–500 of 19 589

page 5 of 196
ChiefLab
io.github.bdentech/chieflab

Open execution contract for agents doing business work. 6 operators, one MIT-licensed spec.

33 installs/wk 45 tools answering
Baton
io.github.vinsenzo83/baton

Hand off AI work with a signed Verification Receipt — an independent verifier proves it runs.

33 installs/wk 45 tools answering
Codeledger
io.github.codeledgerECF/codeledger

Deterministic context selection for AI coding agents. Local memory that compounds across sessions.

2 769 installs/wk local only
XRPL-Utilities
io.github.XRPL-Utilities/mcp

XRPL data tools for AI agents: wallet classifier, signals, RWA tracker, ETF flows. Pay via x402.

2 763 installs/wk local only
Voicemode
dev.voicemode/voicemode

Natural voice conversations for AI assistants - STT/TTS via MCP

2 705 installs/wk local only
Korean Rnd Regs MCP
io.github.smilemin07/korean-rnd-regs-mcp

Search South Korea's national R&D regulations in natural language with cited provisions.

2 701 installs/wk local only
Mac-letterhead
io.github.easytocloud/mac-letterhead

Professional letterhead PDF generator for macOS with Markdown support and smart margin detection

2 691 installs/wk local only
Fray — WAF Security Testing MCP Server
io.github.dalisecurity/fray

WAF security testing: 5,500+ payloads, 25 WAF fingerprints, 21 recon checks, bypass AI

2 651 installs/wk local only
Groundhog
io.github.dmytrome/groundhog-mcp

Search, read and research the web, with hidden text stripped by default and sources hashed

2 621 installs/wk local only
FutureSearch MCP Server
io.github.futuresearch/futuresearch-mcp

AI forecasting for your AI: probabilities, dates, and numbers with a public track record.

2 619 installs/wk local only
build123d MCP
io.github.pzfreo/build123d-mcp

AI-driven 3D CAD via build123d: execute, render, measure, and export geometry interactively.

2 607 installs/wk local only
Manager.io MCP
io.github.flumpiey/manager-mcp

MCP server for Manager.io bookkeeping: read-first with opt-in scoped task and write tools

2 593 installs/wk local only
Teamcity
io.github.Daghis/teamcity

MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants

2 590 installs/wk local only
Photoshop MCP
io.github.alisaitteke/photoshop-mcp

MCP server for Adobe Photoshop automation - control Photoshop from AI assistants

2 587 installs/wk local only
Oura Ring
io.github.AntVsl/oura-mcp

Sleep, readiness, HRV, resting heart rate, activity and stress from your Oura Ring

2 563 installs/wk local only
Webdriverio
io.github.webdriverio/mcp

MCP server with WebdriverIO for browser and mobile app automation (iOS/Android via Appium)

2 514 installs/wk local only
Spacefast
io.github.spacefast/mcp

Publish files and folders to the web instantly: permanent URLs, immutable versions, claim links.

2 511 installs/wk answering
Data Aggregator
io.github.musharna/data-aggregator-mcp

Find & fetch research datasets across 17 archives, omics registries, and literature sources.

2 486 installs/wk local only
Agentcash
io.github.Merit-Systems/agentcash

Generic MCP server for calling x402-protected APIs with automatic payment handling

2 464 installs/wk local only
MADB — Agent Memory Database
io.github.spshkar84/madb-memory

Durable causal memory for AI agents — semantic recall, causal lineage, and skills. Local-first.

2 447 installs/wk local only
plantcv-mcp
io.github.musharna/plantcv-mcp

Plant phenotyping via PlantCV — returns traits plus the segmentation overlay they came from

2 443 installs/wk local only
ProxmoxMCP-Plus
io.github.RekklesNA/proxmox-mcp-plus

Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations.

2 440 installs/wk local only
Safari MCP
io.github.achiya-automation/safari-mcp

Native Safari browser automation for AI agents — 97 tools, zero Chrome overhead.

2 399 installs/wk local only
Enquire MCP
io.github.oomkapwn/enquire-mcp

Long-term memory for AI agents — your Obsidian vault as searchable persistent memory.

2 398 installs/wk local only
redcon
io.github.natiixnt/redcon

Deterministic context packing for AI coding agents; measured 83% fewer input tokens, local.

2 395 installs/wk local only
Exomem
io.github.Artexis10/exomem

Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.

2 394 installs/wk local only
Symbols MCP
io.github.symbo-ls/symbols-mcp

Symbols.app MCP — docs, code generation, publishing, CLI/SDK reference

2 388 installs/wk local only
Lsp MCP
io.github.theUpsider/lsp-mcp

Universal LSP MCP server

2 349 installs/wk local only
Swiss Procurement MCP
io.github.malkreide/swiss-procurement-mcp

Swiss public procurement (simap.ch): tenders, awards, CPV codes, all cantons + federal, read-only

2 331 installs/wk local only
Terradev
io.github.theoddden/terradev

GPU provisioning, training, and inference orchestration for AI agents.

2 329 installs/wk local only
OpenTakeoff
io.github.Kentucky-ai/opentakeoff

Construction takeoff for AI agents: load plans, set scale, measure, count, export with provenance.

2 328 installs/wk local only
Wet MCP
io.github.n24q02m/wet-mcp

MCP server for web search, content extraction, academic research, and library docs.

2 310 installs/wk local only
mcp-video
io.github.KyaniteLabs/mcp-video

Guardrailed video editing MCP server: FFmpeg tools for subtitles, audio, effects, Hyperframes.

2 298 installs/wk local only
Touchdesigner MCP Server
io.github.8beeeaaat/touchdesigner-mcp-server

MCP server for TouchDesigner - Control and operate TouchDesigner projects through AI agents

2 296 installs/wk local only
LinkLore
io.linklore/llre

AI-native structured memory for agents (MCP). Built for agents, not humans.

2 284 installs/wk local only
Shipmail MCP
io.github.shipmail-to/shipmail-mcp

Shipmail MCP server for AI agent custom-domain email inboxes with REST API and webhooks.

2 271 installs/wk answering
LibreNMS MCP
io.github.mhajder/librenms-mcp

MCP server for LibreNMS network monitoring - query devices, ports, alerts, and manage infrastructure

2 265 installs/wk local only
MCP Odoo
io.github.tuanle96/mcp-odoo

Odoo MCP: gated writes, multi-instance. Free hosted: ERPipe (mcp.erpipe.com)

2 244 installs/wk local only
Ziggs
io.github.ZiggsAI/ziggs

Ziggs delegate MCP: chat, agreements, context, payments via OAuth or operator key.

2 243 installs/wk answering
I
Indian Stock Market Analyst
io.github.parth-mehta-989/stock-analyst-mcp

Indian stock market analysis: fundamentals, technicals, DCF, peer comparison, forecast for NSE/BSE.

2 231 installs/wk local only
PDF MCP
io.github.jztan/pdf-mcp

Production-ready MCP server for PDF processing with intelligent caching.

2 229 installs/wk local only
UniFi Protect MCP
io.github.sirkirby/unifi-protect-mcp

Manage UniFi Protect cameras, events, recordings, and smart detections via MCP.

2 206 installs/wk local only
Alphacouncil Agent
io.github.Zhao73/alphacouncil-agent

Simulated investment committee: 27 investor lenses read the same filings, debate, and a PM decides.

2 168 installs/wk local only
Bee by HEOSSI
io.github.heossihq/bee-public

Bee by HEOSSI: governed multimodal intelligence - chat, code, security, research, documents, memory.

2 167 installs/wk local only
Workfile
io.github.illodev/workfile

Repository-native protocol and local MCP server for Work, Docs, History and durable project Memory.

2 160 installs/wk local only
Paybond MCP Server
io.github.nonameuserd/paybond

Default trust layer for agentic payments: authorize agent spend, evidence, receipts, settlement.

2 157 installs/wk local only
agentburn
io.github.Socialpranker/agentburn

Local profiler for AI agents: burn by source, overnight bill, behavioral forensics, config fixes

2 146 installs/wk local only
phylokit-mcp
io.github.musharna/phylokit-mcp

Phylogenetic inference via IQ-TREE 2 — never returns a topology without its support

2 145 installs/wk local only
JustHandled Agent Utility Gateway
io.github.justhandledlabs/agent-gateway

Thirty-two guarded agent utilities and maintained-data lookups over USDC x402.

2 138 installs/wk local only
Amtsblatt MCP
io.github.malkreide/amtsblatt-mcp

Swiss official gazettes (SHAB + cantonal) — procurement & notices, person-data rubrics excluded

2 119 installs/wk local only
Shiplight
ai.shiplight/shiplight

An MCP server that provides browser automation

2 096 installs/wk local only
yt-mem-ai
io.github.dasein108/yt-mem-ai

Local YouTube memory: transcribe, embed and search videos, with summaries and highlights.

2 090 installs/wk local only
Cronometer API MCP
io.github.rwestergren/cronometer-api-mcp

MCP server for Cronometer nutrition tracking — food logs, diary, macros, fasting

2 081 installs/wk local only
Unraid MCP
tv.tootie/unraid-mcp

MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API.

2 077 installs/wk local only
Docdex
io.github.bekirdag/docdex

Fast per-repo documentation indexer and full-text search MCP server for codebases.

2 061 installs/wk local only
Mapnetwork MCP
io.github.toruproject/mapnetwork-mcp

Generate styled PNG/SVG map images of any location with 11 customizable color themes.

641 installs/wk 2 tools answering
A
Htmldrop
app.htmldrop/mcp

Publish HTML or Markdown from any MCP client to a live, shareable URL on htmldrop.app.

425 installs/wk 3 tools answering
Cpsc Recalls MCP Server
io.github.cyanheads/cpsc-recalls-mcp-server

US consumer product recalls from the CPSC — hazards, remedies, and affected products.

373 installs/wk 3 tools answering
AEO Scanner
io.github.Convrgent/aeo-scanner

AI visibility for ChatGPT/Perplexity/Claude — triple score (AEO+GEO+Agent) with fix code. Free.

319 installs/wk 4 tools answering
Pocket Agent MCP
io.github.cwhited26/pocket-agent-mcp

Pocket Agent (aipocketagent.com) MCP server — read tools for personas, apps, and product info.

278 installs/wk 4 tools answering
TickerDB
com.tickerdb/mcp-server

Pre-computed market data that improves agent reasoning, reduces token usage, and replaces pipelines.

248 installs/wk 5 tools answering
Epwforge MCP
io.github.guzz-labs/epwforge-mcp

EPW/DDY weather files - TMY/AMY/CMIP6 morphing, UHI, events, smoke. 3 of 4 tools anon-free.

208 installs/wk 6 tools answering
Eur Lex MCP Server
io.github.cyanheads/eur-lex-mcp-server

Search EU legislation, CJEU case law, and treaties; traverse CELLAR graph; browse EuroVoc concepts.

194 installs/wk 7 tools answering
JobYap Job Search
com.jobyap/jobs

Search job postings aggregated from companies' careers sites, plus each job's discussion thread.

144 installs/wk 8 tools answering
Diagrams MCP
io.github.mskry/diagrams-mcp-server

Generate cloud architecture diagrams, flowcharts, and sequence diagrams.

141 installs/wk 9 tools answering
Nordic Data
io.github.Mnymann/nordic-data

Company, KYB, VAT, sanctions, LEI and address data for 15 EU countries.

120 installs/wk 11 tools answering
Fitness Tools
io.github.almostjacked/fitness-tools

Deterministic fitness calculators — TDEE, adaptive TDEE, body fat, 1RM, macros — with consensus.

107 installs/wk 10 tools answering
Gbif Biodiversity MCP Server
io.github.cyanheads/gbif-biodiversity-mcp-server

Search GBIF species taxonomy, occurrence records, datasets, and publishers.

98 installs/wk 13 tools answering
Saferagenticai MCP
io.github.NellInc/saferagenticai-mcp

Read-only tools over the Safer Agentic AI framework: 238 patterns + 14 heuristics.

96 installs/wk 12 tools answering
Patent PreCheck
io.github.Patent-PreCheck/patent-precheck

Keyless 12-tool patentability MCP: USPTO pillar scores, prior art, hosted at patentprecheck.com/mcp.

95 installs/wk 12 tools answering
HyperStore
io.github.deficlow/hyperstore-mcp

Search and inspect 6,500+ curated AI apps from the HyperStore directory.

89 installs/wk 13 tools answering
Agent Commerce MCP
io.github.bch1212/agent-commerce-mcp

Agent Commerce MCP — agent-native A2A storefront. Discovery, Stripe checkout, affiliate program.

86 installs/wk 14 tools answering
Namemyapp
io.github.Rakesh1002/namemyapp

Brandable business names with live domain availability + one-click buy URLs.

83 installs/wk 13 tools answering
CrossFin
io.github.bubilife1202/crossfin

AI agent access to Asian crypto markets. Korean exchange routing and x402 paid APIs.

73 installs/wk 16 tools answering
Japan Seasons
io.github.haomingkoo/japan-seasons

Live Japan seasonal travel MCP: sakura, autumn leaves, flowers, festivals, fruit farms, weather.

70 installs/wk 17 tools answering
FoundRole — AI Job Search & Application Tracker MCP for Claude & ChatGPT
io.github.foundrole/jobs-mcp-proxy

MCP server for AI job search — find jobs, track applications, get alerts. Claude, ChatGPT, Cursor.

55 installs/wk 20 tools answering
Youfiliate Smart Links
io.github.andrewmpierce/youfiliate-mcp

Create geo-targeted affiliate smart links, pull analytics, and rewrite YouTube descriptions.

54 installs/wk 18 tools answering
Anchor X402
io.github.hypeprinter007-stack/anchor-x402

x402-paid agent tools: 18 over HTTP, 14 over stdio. USDC per call, no API key.

50 installs/wk 18 tools answering
Trident
io.github.alexeibespalov/trident

Create and edit collaborative architecture diagrams with any AI assistant using the Trident 2D DSL.

47 installs/wk 23 tools answering
Telemost MCP Server
io.telemost/telemost-mcp-server

Telegram channel analytics and statistics for AI agents, pay-per-call in USDC via x402.

44 installs/wk 20 tools answering
Dynamoi
io.github.getDynamoi/dynamoi

Promote music on Spotify and grow YouTube channels through AI-powered Meta and Google ad campaigns.

41 installs/wk 23 tools answering
Workspace Alberta
io.github.HarleyCoops/workspace-alberta

Canadian procurement intelligence: CanadaBuys and Alberta tenders, ranked for your shop.

37 installs/wk 25 tools answering
Smarter Weather
io.github.smarterweather/weather

Smarter Weather MCP: forecasts, alerts, outlooks, observations, AQI, grids, and map imagery.

33 installs/wk 31 tools answering
Joy Trust Network
io.github.tlkc888-Jenkins/joy

Trust infrastructure for AI agents. Portable reputation (JTS 0-5), agent discovery, vouching.

31 installs/wk 29 tools answering
Robyn — Gasless Cross-Chain for AI Agents
io.github.ox31461/robyn

Gasless cross-chain for AI agents: 25 nodes incl. Solana & native Bitcoin. One signature, no gas.

29 installs/wk 47 tools answering
I
aicomglobal
io.github.moonspacenow-tech/aicomglobal

Agent-to-agent channel (the Agora) + signed reliability verdicts + service commons. MCP + A2A.

23 installs/wk 55 tools answering
Warrant
io.github.s0fractal/warrant

Record an agent's decisions with reasons anyone can re-execute offline — verify recomputes them.

2 035 installs/wk local only
Memorix
io.github.AVIDS2/memorix

Local-first persistent project memory for AI coding agents across MCP clients and sessions.

2 030 installs/wk local only
ExecBro
io.github.igorzheludkov/execbro

Gives AI agents eyes and hands into running React Native apps: logs, REPL, tap, screenshots

2 026 installs/wk local only
Discourse
io.github.discourse/mcp

Discourse MCP CLI server (stdio) exposing Discourse tools via MCP

2 021 installs/wk local only
ARC-1
io.github.marianfoo/arc-1

MCP server for SAP ABAP systems

2 009 installs/wk local only
Token Optimizer MCP
io.github.ooples/token-optimizer-mcp

Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%.

2 007 installs/wk local only
Dmcheck
io.github.chaoz23/dmcheck

Deterministic conduct verdicts for live tabletop sessions - CI for running a game.

1 989 installs/wk local only
Plant Genomics
io.github.musharna/plant-genomics-mcp

Plant genomics MCP — 50 tools across 23 backends with cross-source synthesis.

1 979 installs/wk local only
RTFM
io.github.roomi-fields/rtfm

The open retrieval layer for AI agents — index code, docs, data. Search via MCP.

1 960 installs/wk local only
Kiprio MCP Server
com.kiprio/kiprio-mcp

23 API tools for Claude Code — email, DNS, SSL, NLP, scraping. Free tier included.

1 936 installs/wk local only
PaperBanana
io.github.llmsresearch/paperbanana

Generate academic diagrams and statistical plots from text using multi-agent AI.

1 901 installs/wk local only
Oe MCP
io.github.openenterprise-info/oe-mcp

Connect Claude Code, Cursor & Windsurf to 2,600+ enterprise data sources with one binary.

1 875 installs/wk local only
Volante
io.github.ribato22/volante

Routes to the best predicted fit from configured metadata/evidence after hard-capability filtering.

1 873 installs/wk local only
Judges Panel
io.github.KevinRabun/judges

45 judges that evaluate AI-generated code for security, cost, and quality with built-in AST.

1 872 installs/wk local only

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