mcpbeat

MCP Server List

Every MCP server in the official registry that has something to show: 19 589 in total, of which 7 927 answered our last handshake and 2 271 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.

7 927 answering 9 153 with real installs 107 404 tools indexed

601–700 of 19 589

page 7 of 196
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
Socialneuron
com.socialneuron/mcp-server

52 MCP tools for AI social media: create, distribute, analyze, and optimize content.

1 415 installs/wk local only
Depwire
io.github.atef-ataya/depwire

Dependency graph + 23 MCP tools. Impact analysis, simulation, security, agent coordination

1 408 installs/wk local only
Prawo Pl MCP
io.github.matematicsolutions/prawo-pl-mcp

One MCP server for Polish legal data - courts, legislation, KRS, tax, KIO, UODO via 4 unified tools

1 405 installs/wk local only
Ghl Command
io.github.drjerryrelth/ghl-command

GoHighLevel MCP for Claude: 233 tools, 49 modules, incl. the only programmatic GHL workflow builder

1 400 installs/wk local only
Browser Gateway
io.github.browser-gateway/browser-gateway

AI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provider failover.

1 388 installs/wk local only
UniFi Access MCP
io.github.sirkirby/unifi-access-mcp

Manage UniFi Access doors, credentials, policies, visitors, and events via MCP.

1 379 installs/wk local only
MCP Accessibility Scanner
io.github.JustasMonkev/mcp-accessibility-scanner

MCP server for automated web accessibility scanning with Playwright and Axe-core.

1 376 installs/wk local only
oxidize-pdf MCP Server
io.github.bzsanti/oxidize-pdf-mcp

MCP server for PDF generation, parsing, splitting, merging, and manipulation via oxidize-pdf

1 373 installs/wk local only
TrueNAS AIops
io.github.AIops-tools/truenas-aiops

Governed TrueNAS SCALE storage ops — 25 MCP tools with audit, budget, undo guards.

1 370 installs/wk local only
noisefloor — is this number real?
io.github.beepboop2025/noisefloor

Is this number real, or is it noise? Peek-safe A/B tests, change detection, honest forecasts.

1 370 installs/wk local only
Search1API
io.github.superagents-lab/search1api

Web search, news, page retrieval, sitemaps, and trending topics through Search1API.

1 363 installs/wk answering
CoReason Ecosystem — Federated MCP Gateway
io.github.CoReason-AI/coreason-ecosystem

CoReason Tripartite Architecture Governance Plane. Stateless zero-trust federated MCP gateway.

1 354 installs/wk local only
MCP Observatory
io.github.KryptosAI/mcp-observatory

MCP security scanner. CI-native testing, attack simulation, health scoring, and SARIF.

1 348 installs/wk local only
Identity Forge
io.identityforge/mcp

Design kits, brand naming, and domain research for coding agents.

1 347 installs/wk local only
I
trelix
io.github.sairam0424/trelix

Semantic code search for AI agents — hybrid BM25+vector, call-graph, 20+ languages.

1 346 installs/wk local only
OMEGA Memory
io.github.omega-memory/omega-memory

Persistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools.

1 343 installs/wk local only
kcp-agent — KCP navigation planner
no.cantara/kcp-agent

Deterministic, fail-closed planner for KCP knowledge manifests: kcp_plan, kcp_load, kcp_validate.

1 342 installs/wk local only
Sapiens Sintéticos
com.sapiensinteticos/sapiens

Operate your Sapiens Sintéticos AI studio: generate image, article, voice, music and video.

1 341 installs/wk answering
Acb Tax MCP
io.github.haiiibin/acb-tax-mcp

Canadian ACB and capital gains: average-cost, per-disposition gains, superficial-loss detection.

1 339 installs/wk local only
Mneme
io.github.patsa2561-art/mneme-ai

Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP.

1 339 installs/wk local only
Desktop Touch MCP
io.github.Harusame64/desktop-touch-mcp

Computer-use MCP for Windows 10/11: 32 tools — screenshot, UIA, Chrome CDP, type/click/scroll, VBA.

1 330 installs/wk local only
Codegraph
io.github.codegraph-ai/codegraph

Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memory, PR review.

1 330 installs/wk local only
Pseudolife Memory
io.github.Pseudogiant-xr/pseudolife-mcp

Persistent memory for MCP-compatible agents: memory bank, fact cortex, dreams, graph.

1 324 installs/wk local only
RCSB PDB
io.github.rcsb/rcsb-mcp

MCP server to search, inspect, and cross-reference RCSB Protein Data Bank structures

1 323 installs/wk local only
Altr MCP Server
io.github.altrsoftware/altr-mcp-server

MCP server for ALTR data security: databases, tags, policies, classification, access, audits

1 320 installs/wk local only
Zscaler Zero Trust Exchange
io.github.zscaler/zscaler-mcp-server

Manage Zscaler Zero Trust Exchange via 280+ tools — ZPA, ZIA, ZDX, ZCC, EASM, and more.

1 318 installs/wk local only
Obsidian Everywhere
io.github.junnnnnw00/obsidian-everywhere

Graph and local semantic context for Obsidian, with guarded remote MCP access and edits.

1 314 installs/wk local only
Advanced GitLab MCP server
io.github.structured-world/gitlab-mcp

58 CQRS tools exposing 230 GitLab operations across 26 entity types

1 314 installs/wk local only
Paydirt
io.github.Paydirt-AI/paydirt-mcp

Agent-native installer and control plane for Paydirt iOS feedback

1 311 installs/wk local only
Ofw MCP
io.github.chrischall/ofw-mcp

OurFamilyWizard co-parenting for Claude — messages, calendar, expenses, and journal

1 307 installs/wk local only
I
Postgres MCP
io.github.YawLabs/postgres-mcp

PostgreSQL MCP server - query, schema introspection, explain, and health checks for AI assistants

1 299 installs/wk local only
Orita Provider Resolution
io.github.Alkilo-do/orita-provider-resolution

Provider resolution for AI apps — search, rank, hold, confirm bookings across your provider network.

1 298 installs/wk local only
MCP Jira Stdio
io.github.freema/mcp-jira-stdio

MCP server for Jira Cloud — issues, search, comments, attachments, transitions.

1 298 installs/wk local only
Mundane
market.mundane/mundane

Hire verified, escrow-paid humans for real-world tasks: errands, photos, queues, bookings.

1 293 installs/wk local only
MCP Flux Pro
io.github.AceDataCloud/mcp-flux-pro

MCP server for Flux AI image generation

1 288 installs/wk answering
MCP Veo
io.github.AceDataCloud/mcp-veo

MCP server for Google Veo AI video generation

1 287 installs/wk answering
Huly MCP
io.github.dearlordylord/huly-mcp

Huly MCP: feature-complete MCP server for Huly integration

1 285 installs/wk local only
Cookidoo MCP
io.github.vitaliemiron/cookidoo-mcp

Create, translate, and plan Cookidoo recipes with guided Thermomix actions and shopping lists.

1 285 installs/wk local only
I
Google Workspace
io.github.aaronsb/google-workspace

Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, manifest-driven

1 281 installs/wk local only
Gemini MCP
io.github.chrischall/gemini-mcp

Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) image models.

1 279 installs/wk local only
Architectos
io.github.cgseyhan/architectos

ArchitectOS - AI-Native Repository Intelligence & Architecture Operating System.

1 278 installs/wk local only
Sverige Begagnad
io.github.tudorgrigoriu90/sverige-begagnad-mcp

Search Swedish second-hand marketplaces (Blocket, Tradera, Klaravik, Vinted) for used items.

1 275 installs/wk local only
Rise MCP
io.github.gzlo/rise-mcp

RISE CRM MCP server — 36 tools across CRM, projects, tickets, finance, sales, HR, and reports.

1 272 installs/wk local only
Google Health MCP
io.github.davidmosiah/google-health-mcp

Privacy-first unofficial Google Health API v4 MCP server for health, sleep, activity, HR agents

1 271 installs/wk local only
Memory Fabric
io.github.elViRafa/memory-fabric

File-first, local-first MCP memory for AI coding assistants: Markdown + YAML, no vector DB.

1 270 installs/wk local only
Obsidian Vault MCP
io.github.luffysolution-svg/obsidian-vault-mcp

Local Zotero, MinerU, Obsidian literature workflow with transactional Analysis notes.

1 258 installs/wk local only
Chain Signer
io.github.Kevthetech143/chain-signer

Security suite for AI agents: flag drains, permit-phishing & risky actions before signing.

1 256 installs/wk local only
Memdocs
io.github.silversurfer562/memdocs

Git-native project memory for AI assistants with enterprise-grade audit compliance

1 255 installs/wk local only
SPARDA
io.github.zyx77550/sparda-mcp

AI writes. SPARDA proves. Deterministic, offline security gate for AI edits.

1 255 installs/wk local only
CiteVahti
io.github.heidihelena/citevahti

Checks whether each cited source supports the claim it backs. Blinded human-first, local-first.

1 248 installs/wk local only
Youtube Summarize
io.github.zlatkoc/youtube-summarize

MCP server that fetches YouTube video transcripts and optionally summarizes them

1 247 installs/wk local only
Weather MCP Server
io.github.isdaniel/mcp_weather_server

providing weather information, air quality data, and timezone utilities using the Open-Meteo API.

1 245 installs/wk local only
Mikrotik MCP
io.github.jeff-nasseri/mikrotik-mcp

MCP server for MikroTik routers: firewall, NAT, routing, DHCP, DNS, WireGuard and more via SSH.

1 241 installs/wk local only
JustFill PDF Form Automation
io.github.mrmaciej1/justfill

Fill existing fillable, flat and scanned PDF forms from structured data; save reusable templates

1 239 installs/wk answering
Deja Vu
io.github.vshulcz/deja-vu

Local searchable memory over your coding-agent session histories, served back via MCP recall.

1 236 installs/wk local only
wcagc — accessibility scanning
io.github.WCAG-Compliance/mcp

Deterministic axe-core accessibility scans (WCAG 2.1 AA, EN 301 549, PDF/UA) via your account.

1 231 installs/wk answering
Zola MCP
io.github.chrischall/zola-mcp

Zola wedding planning for Claude — vendors, budget, guests, seating, registry, and RSVPs

1 230 installs/wk local only
PlayByKey Music Theory
com.playbykey/theory-mcp

Chords, scales, progressions, transposition, and MIDI tools for music theory AI agents.

1 226 installs/wk local only
pepita
dev.pepita.mcp/mcp

Read, edit, publish, and preview your pepita websites from Claude.

1 225 installs/wk answering
Google Sheets
io.github.domdomegg/google-sheets-mcp

Allow AI systems to read, write, and query spreadsheet data via Google Sheets.

1 224 installs/wk local only
Orcaslicer MCP
io.github.MaxEllis/orcaslicer-mcp

Drive a running OrcaSlicer with AI: load models, tune settings, slice, and analyze results

1 223 installs/wk local only
Forkflux MCP
io.github.forkflux/forkflux-mcp

Self-hosted multi-agent collaboration and audit layer for AI-assisted engineering teams

1 223 installs/wk local only
MCP Server Tauri
io.github.hypothesi/mcp-server-tauri

A Model Context Protocol server for use with Tauri v2 applications

1 222 installs/wk local only
Code Auditor MCP
io.github.BenAHammond/code-auditor-mcp

Code Quality Auditor: Analyze code for SOLID principles, DRY violations, and more

1 220 installs/wk local only
Lucius MCP
io.github.ivanostanin/lucius-mcp

MCP server for managing Allure TestOps tests, launches, plans, defects, and metadata.

1 220 installs/wk local only
Image Reader MCP
io.github.SylphxAI/image-reader-mcp

Evidence-first image MCP. Agent Media Twin with metadata and citeable OCR evidence.

1 218 installs/wk local only
Abs MCP
io.ausdata/abs-mcp

Query the ABS in plain English — CPI, labour force, building approvals, migration, GDP.

1 216 installs/wk local only
The Metis Fca Handbook AI Harness MCP
io.github.99blakeD99/the-metis-fca-handbook-ai-harness-mcp

MCP server for FCA Handbook compliance analysis with verbatim citations.

1 215 installs/wk local only
Awesome Coolify
io.github.clezcoding/awesome-coolify

Coolify 4.1.x MCP server — deploy, diagnose, and manage apps, services, and databases

1 215 installs/wk local only
Pbix Atlas
io.github.fabienfrfr/pbix-atlas

Bidirectional data lineage graph for Power BI (.pbix) files, from source to display

1 215 installs/wk local only
Search Console MCP
io.github.saurabhsharma2u/search-console-mcp

Google Search Console + Bing Webmaster Tools + GA4 — unified SEO intelligence for AI agents.

1 215 installs/wk local only
FLOPS Compute Intelligence
io.github.zeroatflops/flopsindex-mcp

GPU compute price indices over MCP; every value carries a verify URL. Five key-free tools.

1 212 installs/wk local only
2s Io
io.github.2s-io/mcp

575+ agent tools: data, AI gateway, storage/queues/watchers. x402 USDC, no keys, usage billing.

1 202 installs/wk local only
VMware Monitor
io.github.zw008/vmware-monitor

Read-only VMware vCenter/ESXi monitoring with 27 MCP tools. Code-level safety.

1 196 installs/wk local only
QVerisAI
io.github.QVerisAI/mcp

Discover, inspect and call ranked external data & tool APIs with unified billing and usage audit

1 194 installs/wk local only
Hive Vault
io.github.mlorentedev/hive-vault

On-demand Obsidian vault access for AI coding assistants — 17 tools, 5 resources, 4 prompts.

1 191 installs/wk local only
Gogcli MCP Sheets
io.github.chrischall/gogcli-mcp-sheets

Extended Google Sheets for Claude via gogcli — auth + full Sheets support

1 190 installs/wk local only
Data Profiler MCP
io.github.haiiibin/data-profiler-mcp

Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.

1 187 installs/wk local only
Zh Education MCP
io.github.malkreide/zh-education-mcp

Canton and City of Zurich education data: schools, statistics, infrastructure

1 186 installs/wk local only
Idios
io.github.honeytones/idios

Private escrow for AI agent work on Beam: verifiable delivery, worker collateral, M of N disputes.

1 177 installs/wk local only
Nist Nvd MCP Server
io.github.cyanheads/nist-nvd-mcp-server

Search and audit NIST NVD CVEs by keyword, severity, CWE, CISA KEV status, and CPE.

1 169 installs/wk local only
Testiv
ai.testiv/mcp

Local-first visual regression for AI agents: verdicts, diff images, explain_snapshot. No API key.

1 155 installs/wk local only
Mergetrain
io.github.yongjip/mergetrain

Operate local deploy trains for coding-agent worktrees with approval-gated deploys.

1 151 installs/wk local only
ControlKeel
io.github.aryaminus/controlkeel

Governed MCP workflows with policy validation, findings tracking, and review gates.

1 148 installs/wk local only
Vectr
io.github.swapnanil/vectr

Semantic codebase search + persistent working memory for AI code editors. Local, no API key.

1 148 installs/wk local only
GeoSphere Austria Weather
io.github.slettmayer/geosphere-mcp-server

Weather MCP server: GeoSphere Austria high-resolution data for Austria/Alps, Open-Meteo worldwide.

1 147 installs/wk local only
Tradememory Protocol
io.github.mnemox-ai/tradememory-protocol

MCP memory for AI trading agents. Store trades, recall similar setups, track strategy performance.

1 146 installs/wk local only
PLAXIS
io.github.yixuanzhong/plaxis-mcp

Windows-local MCP server for PLAXIS 2D Remote Scripting: geometry, staged construction, results.

1 145 installs/wk local only
Anki MCP Server
ai.ankimcp/anki-mcp-server

MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.

1 144 installs/wk local only
Census MCP Server
io.github.cyanheads/census-mcp-server

Query U.S. Census Bureau data, variables, and geography via MCP.

1 144 installs/wk local only
YouTube Data
io.github.kirbah/mcp-youtube

YouTube MCP server for token-optimized, structured data using the YouTube Data API v3.

1 144 installs/wk local only
Prism MCP
io.github.dcostenco/prism-mcp

Session memory, knowledge search, Brave Search, Gemini AI, and code transforms for AI agents

1 140 installs/wk local only
VisualTorch
io.github.willyfh/visualtorch

Render PyTorch architecture diagrams and animated GIF reveals from trusted model source.

1 136 installs/wk local only
Perplexity Agent
io.github.zalez/perplexity-agent-mcp

Multi-step web research with citations via Perplexity's Agent API. Standard library only.

1 132 installs/wk local only
Tinysearch
io.github.TinySuiteHQ/tinysearch

Self-hosted web research for MCP agents.

1 131 installs/wk local only
Google Workspace
io.github.mindstone/mcp-server-google-workspace

Google Workspace MCP server for Gmail, Calendar, Drive, Docs, Sheets, Slides, Contacts, and more

1 131 installs/wk local only
open-compute (computer-use)
io.github.lukisch/open-compute-mcp

Model-agnostic computer-use MCP: screenshot, safety-gated actions, Windows UIA targeting.

1 130 installs/wk local only
VAT Validator MCP
io.github.OjasKord/vat-validator-mcp

Validate EU, UK, AU VAT numbers for AI agents. EU ViDA e-invoicing compliance.

313 installs/wk 2 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