mcpbeat

MCP Server List

Every MCP server in the official registry that has something to show: 19 589 in total, of which 7 953 answered our last handshake and 2 245 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.

7 953 answering 9 153 with real installs 107 360 tools indexed

501–600 of 19 589

page 6 of 196
MCP Seedance
io.github.AceDataCloud/mcp-seedance

MCP server for ByteDance Seedance AI video generation

1 811 installs/wk answering
Kiln
io.github.codeofaxel/kiln

Kiln MCP server for agents: design, slice, print, monitor, and recover physical objects safely.

1 810 installs/wk local only
Arifos MCP
io.github.ariffazil/arifos-mcp

Constitutional AI governance server with 5-organ Trinity and enforced floors F1-F13.

1 809 installs/wk local only
Vibe
io.github.brightseth/vibe

Social layer for Claude Code - DMs, presence, games between AI-assisted developers

1 804 installs/wk local only
Lightning Enable MCP Server
io.github.refined-element/lightning-enable-mcp

AI agent Lightning payments: invoices, wallets, L402 access, API discovery, budgets, and commerce.

1 797 installs/wk local only
DeepSeek MCP Server
io.github.DMontgomery40/deepseek

Official DeepSeek MCP server for chat, completion, model listing, and balance endpoints.

1 793 installs/wk local only
SAP HANA CLI
io.github.SAP-samples/hana-cli

150+ SAP HANA database tools as MCP tools for AI assistants

1 791 installs/wk local only
MCP Fish
io.github.AceDataCloud/mcp-fish

MCP server exposing the AceDataCloud Fish Audio API (text-to-speech with voice conditioning)

1 783 installs/wk answering
Pacioli — the ERPNext broker you can hand the books
io.github.john-broadway/pacioli

Governed agent access to ERPNext — MCP + A2A doors, one spine. No debit without a credit.

1 773 installs/wk local only
Release Gate
io.github.VamsiSudhakaran1/release-gate

Pre-deploy security auditor for AI agent code — the risks generic SAST misses.

1 763 installs/wk local only
CPersona
io.github.Cloto-dev/cpersona

Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.

1 760 installs/wk local only
memi
io.github.sarveshsea/memi

Memi is the read-only design engineering audit and skill layer for coding agents.

1 754 installs/wk local only
Trackly CLI
io.github.trackly-app/trackly

AI job search for Claude, ChatGPT, Cursor. 128K+ jobs, 1,900+ companies. OAuth or stdio.

1 729 installs/wk answering
Intervals Icu MCP
io.github.hhopke/intervals-icu-mcp

Read/write Intervals.icu MCP server: activities, wellness, calendar, gear, and workouts.

1 726 installs/wk local only
E Arveldaja MCP
io.github.iseppo/e-arveldaja-mcp

Estonian e-arveldaja (RIK e-Financials) accounting — invoices, bank import, reports.

1 724 installs/wk local only
archy
io.github.hslee16/archy

Architectural sensor for Python codebases.

1 720 installs/wk local only
Notion MCP Server
io.github.awkoy/notion-mcp-server

Token-auth Notion MCP: pages, databases, blocks, comments, files. Runs headless in CI and agents.

1 719 installs/wk local only
Datris
io.github.datris/datris

AI Agent-Native Data Platform — ingest, validate, transform, and query data.

1 719 installs/wk local only
J-Quants MCP
io.github.shigechika/jquants-mcp

MCP server for retrieving Japanese stock market data via J-Quants API v2

1 710 installs/wk local only
Airweave Search
io.github.airweave-ai/search

MCP server for searching Airweave collections with natural language queries.

1 708 installs/wk answering
MediaWiki MCP Server
io.github.ProfessionalWiki/mediawiki-mcp-server

MCP server enabling AI clients to interact with any MediaWiki wiki through standard tools

1 703 installs/wk local only
Review Assist MCP
io.github.uditk2/review-assist-mcp

Turns an AI coding agent session into a reviewable Intent Document, validated against the diff.

1 695 installs/wk local only
Amicus
io.github.BourbonDog/amicus

Multi-model LLM Council and parallel AI window for Claude Code. Fork any model, fold results back.

1 692 installs/wk local only
Fw Context MCP
io.github.turbyho/fw-context-mcp

Build-aware code intelligence for embedded C/C++ firmware — libclang, FTS5, call graphs, 33 tools

1 690 installs/wk local only
MCP Aichat
io.github.AceDataCloud/mcp-aichat

MCP server for AI dialogue using various LLM models via AceDataCloud

1 676 installs/wk answering
vibatchium
io.github.trueoriginlabs/vibatchium

Patchright stealth + Vibium-style LLM-friendly CLI for agentic browser automation.

1 676 installs/wk local only
Srdcheck
io.github.chaoz23/srdcheck

Scoped deterministic SRD 5.2.1 rules checks for agents — applied rules cited, boundaries explicit.

1 671 installs/wk local only
Hypermnesia MCP
io.github.cdeust/hypermnesia-mcp

Persistent memory for Claude — 36 cited neuroscience mechanisms, local-first, hybrid retrieval.

1 667 installs/wk local only
MCP-Bastion
io.github.vaquarkhan/mcp-bastion

Security middleware for MCP. Blocks prompt injection, PII leakage, and resource exhaustion.

1 660 installs/wk local only
MCP Gitlab
io.github.vish288/mcp-gitlab

MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.

1 656 installs/wk local only
Wigolo
io.github.KnockOutEZ/wigolo

Local-first web intelligence MCP server for AI coding agents

1 643 installs/wk local only
jobd
io.github.musharna/jobd

Self-hostable GPU-aware job broker: submit, route by VRAM, babysit jobs across machines via MCP.

1 643 installs/wk local only
Ara — audits d'accessibilité RGAA
io.github.DavidPivert/ara-rgaa-mcp

Piloter des audits RGAA 4.1 sur Ara, référentiel embarqué. Non officiel.

1 641 installs/wk local only
I
Agentic Os
io.github.Jarroslav/agentic-os

Read-only, never-executing MCP server for the agentic-os governance, SDLC, and QE methodology.

1 639 installs/wk local only
diffctx
io.github.nikolay-e/diffctx

Selects the minimum code an LLM needs to review a git diff

1 639 installs/wk local only
World Model MCP
io.github.SaravananJaichandar/world-model-mcp

Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.

1 638 installs/wk local only
MCP Grok
io.github.AceDataCloud/mcp-grok

MCP server for Grok Imagine AI video generation

1 628 installs/wk answering
Hunch
io.github.PrithviSeran/hunch

Focus-free macOS control for AI agents: drive your real Mac apps in the background, no stolen focus.

1 624 installs/wk local only
Midjourney
io.github.AceDataCloud/mcp-midjourney

MCP server for Midjourney AI image generation and editing

1 619 installs/wk answering
Marm MCP Server
io.github.Lyellr88/marm-mcp-server

Universal MCP Server with advanced AI memory capabilities and semantic search.

1 614 installs/wk local only
Swiss Environment MCP
io.github.malkreide/swiss-environment-mcp

BAFU environmental data, NABEL air quality, hydrology

1 606 installs/wk local only
Sonilo Music & Sound Effects
io.github.sonilo-ai/sonilo-mcp

Licensed soundtracks and sound effects matched to your video. Commercial use OK.

1 602 installs/wk local only
Docker MCP Server
io.github.L337-org/docker-mcp-server

Manage Docker (containers, images, Compose, Swarm, registries) via the Docker SDK and CLI.

1 585 installs/wk local only
Brains
io.github.spacecowboyian/brains

Personal wiki and memory for AI assistants: store, search, and recall structured notes.

1 582 installs/wk local only
MCP Kling
io.github.AceDataCloud/mcp-kling

MCP server for Kling AI video generation

1 581 installs/wk answering
Industrial-AIOps Energy
io.github.industrial-aiops/iaiops-energy

Industrial-AIOps energy edition: IEC-104/DNP3/IEC-61850 read-only OT connectors on iaiops.core.

1 578 installs/wk local only
Time MCP
io.github.yokingma/time-mcp

Time MCP Server, giving LLMs time awareness capabilities.

1 573 installs/wk local only
Zoo MCP
io.github.KittyCAD/zoo-mcp

An MCP server that provides access to the Zoo API for various CAD operations and tools.

1 572 installs/wk local only
CLIO Terrain
io.github.iowarp/terrain-mcp

MCP server for terrain analysis: DEM slope/aspect/suitability and point-cloud reading/gridding

1 555 installs/wk local only
Mapbox
io.github.mapbox/mcp-server

Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc.

1 555 installs/wk answering
Palinode
io.github.phasespace-labs/palinode

Git-versioned markdown memory for AI agents: save, search, compact, lint, and audit.

1 552 installs/wk local only
Better Code Review Graph
io.github.n24q02m/better-code-review-graph

Token-efficient code review knowledge graph: semantic search and call-graph resolution.

1 551 installs/wk local only
Glade MCP
io.github.Glade-tool/glade-mcp

Control the Unity and Godot editors from AI clients: scenes, scripts, physics, materials.

1 544 installs/wk local only
Fixmap
io.github.aryamthecodebreaker/fixmap

Deterministic local-first repo context for coding agents with one-command GitHub issue analysis.

1 535 installs/wk local only
SAGE Wrapper
io.github.PsYcGoD/sage

Command wrapper MCP server for coding agents, compression, workflows, and local automation.

1 533 installs/wk local only
I
Frappe Inspector
io.github.Belius303/frappe-inspector

Static analysis tools for Frappe Framework and ERPNext projects via local stdio MCP.

1 529 installs/wk local only
Kafka Sentinel
io.github.sanjay-amu/kafka-sentinel-mcp

Read-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness.

1 526 installs/wk local only
ShipStatic
com.shipstatic/mcp

Deploy websites from AI agents. Free at mcp.shipstatic.com. Install for the full toolset.

643 installs/wk 1 tools answering
Bizfile MCP
io.github.OjasKord/bizfile-mcp

Company intelligence via UK Companies House and risk screening across 386 risk data sources.

321 installs/wk 3 tools answering
Data Compliance Classifier MCP
io.github.OjasKord/data-compliance-mcp

Classify data safety before storing or sharing. GDPR, HIPAA, PCI-DSS, CCPA. AI-powered.

275 installs/wk 3 tools answering
C
Graneth
com.graneth/mcp-server

Pre-flight check for AI coding agents: hallucinated packages + hardcoded secrets. Free, no account.

220 installs/wk 4 tools answering
Sanctions
dev.cz-agents/sanctions

Sanctions screening for KYC/AML — EU FSF + OFAC SDN checks for Czech companies & individuals.

169 installs/wk 6 tools answering
Medical Codes MCP Server
io.github.cyanheads/medical-codes-mcp-server

Offline US medical code lookup and crosswalk — ICD-10-CM/PCS, HCPCS Level II, RxNorm. Keyless.

164 installs/wk 6 tools answering
Socrata MCP Server
io.github.cyanheads/socrata-mcp-server

Search and query government open-data portals (Socrata SODA API).

150 installs/wk 6 tools answering
Endiagram MCP
io.github.dushyant30suthar/endiagram-mcp

EN Diagram — structural verification for concurrent systems. Pure math, no AI.

132 installs/wk 7 tools answering
Worldbank MCP Server
io.github.cyanheads/worldbank-mcp-server

Query 29,500+ World Bank development indicators for 200+ countries across 60+ years.

115 installs/wk 7 tools answering
Future Video Studio
video.future/future-video-studio

Create and manage cinematic AI video renders through the Future Video Studio Agent API.

108 installs/wk 8 tools answering
Standby Design MCP
io.github.KarstenKreh/standby-design-mcp

Generate design systems: OKLCH color palettes, fluid type scales, spacing, shape and icon tokens.

102 installs/wk 8 tools answering
Fcc Broadband MCP Server
io.github.cyanheads/fcc-broadband-mcp-server

FCC broadband availability, coverage analysis, and digital divide data for US geographies.

89 installs/wk 9 tools answering
Mdmagic MCP Server
io.github.MDMagic-MCP/mdmagic-mcp-server

Use your own Word templates to convert Markdown → DOCX/PDF/HTML from any MCP-compatible AI.

87 installs/wk 10 tools answering
Psychopathia MCP
io.github.NellInc/psychopathia-mcp

Read-only tools over the Psychopathia Machinalis nosology: 79 conditions, 11 tools.

86 installs/wk 11 tools answering
VoltPlan Wiring Diagrams
io.github.YUZU-Hub/wiring-diagram-mcp

Generate 12V/24V/48V wiring diagrams and size wires, fuses, batteries, solar, and inverters.

86 installs/wk 9 tools answering
EOxElements
io.github.EOX-A/EOxElements

A server to provide information about EOxElements custom elements for coding agents.

80 installs/wk 10 tools answering
Qasper
io.github.QasperAI/qasper

Discover and book businesses via AI agents.

80 installs/wk 10 tools answering
tc39-mcp
io.github.xyzzylabs/tc39-mcp

Independent MCP server for the TC39 specs (ECMA-262 + ECMA-402): clauses, search, diffs, history.

44 installs/wk 17 tools answering
Reel25 — Video Analytics for TikTok, Instagram & YouTube
io.github.usnmax88/reel25-mcp

Video analytics for TikTok, Instagram, and YouTube. Track, analyze, and discover content.

25 installs/wk 26 tools answering
On Board
io.github.swisspra/On_Board

Cross-platform shared memory and ticket coordination for AI agents across MCP clients.

1 519 installs/wk local only
Python MCP
com.files/python-mcp

Securely give LLMs controlled access to real-world operations inside your Files.com environment

1 509 installs/wk local only
MCP Suno
io.github.AceDataCloud/mcp-suno

MCP server for Suno AI music generation, lyrics, and covers

1 507 installs/wk answering
Rivemcp
io.github.paradoxsyn/rivemcp

MCP server for creating and editing Rive (.riv) animation files. 139 tools for AI-driven animation.

1 499 installs/wk local only
Noosphere
io.github.JinNing6/noosphere

Community of Consciousness MCP Server — upload and explore collective wisdom via GitHub.

1 488 installs/wk local only
Reelier
io.github.seldonframe/reelier

Snapshot tests and CI for agent workflows: record a run, replay it at 0 tokens, diff for drift.

1 488 installs/wk local only
Chrome Bridge
io.github.frsorrentino/chrome-bridge

Your real, logged-in Chrome as an MCP server: 63 token-efficient web-dev tools. ChromeOS included.

1 487 installs/wk local only
Superlocalmemory
io.github.varun369/superlocalmemory

Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.

1 483 installs/wk local only
Mnemo MCP
io.github.n24q02m/mnemo-mcp

Persistent AI memory with hybrid search (FTS5 + semantic) and cross-machine sync.

1 476 installs/wk local only
Docvet
io.github.Alberto-Codes/docvet

Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks

1 475 installs/wk local only
AlbumentationsX MCP
io.github.dKosarevsky/albu-mcp

AlbumentationsX MCP for batch previews, compare preview runs, segmentation masks, and exports.

1 474 installs/wk local only
MCP Nanobanana Pro
io.github.AceDataCloud/mcp-nanobanana-pro

MCP server for NanoBanana AI image generation and editing

1 471 installs/wk answering
Otterkit
io.github.useotterkit/otterkit

Tunnels and webhooks for AI agents: capture, await, verify, replay, and send signed test events.

1 467 installs/wk local only
NEAT
io.github.neat-technologies/neat

Fused graph of your codebase — static code + runtime OTel — for AI agents, over MCP.

1 462 installs/wk local only
MCP Webextrator
io.github.AceDataCloud/mcp-webextrator

MCP server for web extraction and rendering via AceDataCloud WebExtrator

1 451 installs/wk answering
Asc MCP
io.github.pofky/asc-mcp

Drive App Store Connect end to end: metadata, screenshots, builds, TestFlight, submit, release.

1 450 installs/wk local only
smart-web
io.github.rich-jojo/smart-web

Web search, direct-URL fetch, crawl, and docs export MCP. smartfetch for URLs.

1 449 installs/wk local only
Paparats – Local Semantic Code Search MCP
io.github.IBazylchuk/paparats-mcp

Local-first semantic code search across all your repos. Private context for AI coding assistants.

1 441 installs/wk local only
Godotiq
io.github.salvo10f/godotiq

Intelligent MCP server for Godot 4. Spatial intelligence, code analysis, 35 tools.

1 441 installs/wk local only
PAPI: Persistent Adaptive Project Intelligence
io.github.getpapi/papi

Adaptive plan/build/review cycles for AI coding assistants, persisted across sessions.

1 428 installs/wk answering
Cisco Modeling Labs CML
io.github.xorrkaz/cml-mcp

An MCP server that provides access to common Cisco Modeling Labs (CML) operations.

1 428 installs/wk local only
Codeintel
io.github.phuongddx/codeintel

Local-first SCIP code navigation and Zoekt search over your own indexed repositories

1 427 installs/wk local only
dark-memory-mcp
io.github.Opita-Code/dark-memory-mcp

Persistent memory + vibe-loop engine for AI agents. Single Go binary, SQLite-backed, stdio MCP.

1 423 installs/wk local only
VibeLawyer
io.github.Jack-mi/vibelawyer

Local MCP for Chinese criminal dossier review; Word notes + Excel catalogs stay on-device.

1 420 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