Every MCP server in the official registry that has something to show: 58 054 in total, of which 33 068 answered our last handshake and 6 932 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 58 054 of them expose — written from our own handshakes, not from the specification.
33 068 answering 19 189 with real installs 458 241 tools indexed
Search LinkedIn, Indeed, ZipRecruiter, Glassdoor and regional job boards
Clip long videos into short clips with covers and captions. Local CLI and MCP.
Governed Symantec ZTNA operations — 40 MCP tools, read-only with audit.
AI-agent programming language. JSON AST in, WASM out. Typed, effect-tracked, Z3-verified.
Markdown memory for AI agents. Files you can read, edit, grep, and commit. Not a database.
Find, document and execute authenticated API calls across 700+ apps via one MCP server
Bead, floss, yarn, LEGO and Minecraft color codes: look up, find closest, convert between brands.
Starter kit for small businesses: A2A agent card, MCP server card, example MCP server, validator.
Model BPMN processes and DMN decisions as text: check, export, import, simulate, evaluate.
Your AI discovers and installs MCP servers across the Official MCP Registry and Glama.
Policy-gated agent spend with signed receipts and rail-extract audit
Manage WordPress sites in MainWP from AI tools, with approval before destructive changes by default.
Read-only MCP for FINOS AI governance risks, controls and crosswalks. Independent project.
Audits MCP servers as software artifacts: registry entries, packages, configs, tool definitions.
Query FigJam board context, source-cited answers and snapshot changes through five local MCP tools.
Read-only MCP for FDC3 intents, context schemas and intent suggestions. Independent project.
Control Autodesk Maya scenes with 71 typed tools for modeling, animation, shading, and more.
setlist.fm concert data for Claude — setlists, artists, venues, tours, and cities
Dispatch litigation work to legal vendors from any MCP-compatible AI workflow. Patent pending.
Ask TypeSafe Jev yes/no, choice and score questions and receive structured model judgments.
Find race conditions in your web app by reordering its responses, replay one, prove the fix.
STEM calculator MCP for homework: molar mass, balancing, units, significant figures. Works offline.
MySQL migration and query safety review for AI agents: locks, table copies, data loss, injection.
Search craft color palettes and match shades by CIEDE2000 with Meltbead.
MCP server for managing LunchMoney personal finances: transactions, budgets, categories, and more.
Free Sparkplug B topic linting, UNS naming checks and AI-readiness screening. No API key.
40 Apify public-data tools for leads, news, SEO, jobs, SEC, procurement, and registries.
Let one coding-agent CLI consult another: Codex, Claude Code, OpenCode, Copilot or Antigravity.
Find why a PostgreSQL query is slow from its EXPLAIN output, without a database connection.
Unofficial MCP server for Hobart dishwashers: errors, temperatures, consumption, hygiene log.
Replay a crypto backtest's orders against trades and write tearsheets, locally.
Read-only VMware incident correlation: timeline, spikes, root-cause routing. 2 MCP tools.
A design harness for AI coding agents: design systems, design principles, icons and UI review.
custovox.ai churn risk detection MCP server: 0-100 score from customer message sequences
Query the AIHW in plain English — mortality, cancer, health spend, hospital wait times.
Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging.
50+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows
Read-only Sui analytics: fund tracing, protocol-aware tx decoding, no API keys or wallet.
Generate video, images, speech and music with 120+ AI models and render TSX videos to MP4
Scans ML model files (PyTorch, joblib, NumPy, GGUF, TensorFlow…) and HF repos for supply-chain risks
TLS certificate/cipher/protocol inspection
IFC/BIM with a 3D viewer: validate IFC, check IDS, Health Score, drawings, digital twins.
MCP-native hosting: publish and operate AI-built web apps live at name.percher.run.
Server operations MCP: HTTP health checks, log analysis, deploy dry-runs, mail diagnostics.
Search and browse 2,900+ official GitLab documentation pages via MCP
Local-first crypto perp/spot execution (TWAP/maker) across 11 venues; keys stay on your machine.
Project tracker for AI agents: roadmap, periods, tasks and a validation gate, in one SQLite file
Governed Symantec DCS operations — 35 MCP tools, read-only with audit.
Give your AI the ability to read the web. Fetches URLs as clean markdown with multi-tier fallback.
RSS/Atom feed reader MCP server with SQLite backend
LLM-optimized Figma MCP server.
Autonomous Solana meme-coin sniper bot with 40 MCP tools for AI control.
Split Markdown into chunks by heading. Each chunk keeps its heading path and line numbers.
The first Vibe Claiming MCP: AI agents scan and reclaim dormant SOL on Solana. Signs locally.
Let your agent buy and sell physical goods, with escrow and shipping.
Unlimited computation for agents. Results depend on your equipment; GPU optional.
Give an AI agent its own blockchain wallet: balances, USDC transfers, x402 payments under policy.
IMAP/SMTP email for AI assistants: read, search, draft and send, with CMMC-grade safeguards.
Read-only MCP tools to list and flag outstanding ERC-20, Permit2, and EIP-3009 auths
Connect any two APIs and keep them in sync — 50 MCP tools with shadow previews and diagnostics.
Markdown to styled HTML, PDF, DOCX, and slides with themes, diagrams, and math.
Static code map generator: MAP.md + map.json for any repo, plus a Claude Code /map plugin
See and edit the building project open in Stori3D: walls, rooms, openings, finishes, skies.
Extract local PDF text with page-level paragraphs and English/German OCR fallback.
Governed Symantec on-prem EDR — 20 MCP tools, read-only with audit.
Compliance evidence from AIops audit trails: HIPAA/PCI/SOC2/GDPR, OSCAL export, 19 tools.
Official MCP server for twitterapis.com. Twitter/X search, users, DMs, Grok, monitoring and writes.
Security scanning and trust verification for AI agent tools.
AI agents use your API keys, SSH keys and wallets through a local broker, never holding them
Cognitive memory for AI agents — semantic recall, knowledge graph, and contradiction detection
Multi-client read and controlled write (off by default): GA4, GSC, Merchant, GTM, ad platforms.
Cited structure of Java/Spring/Angular codebases: dependencies, tables, endpoints, hotspots.
Local MCP server to plan, dispatch, review, and gate AI coding work.
Experimental reverse CAPTCHA with signed badges and credentials. Not proof of identity or substrate.
Offline speech-to-text & speaker diarization MCP server: transcribe audio on-device, no cloud
Search anime/manga, franchise relations, schedule, characters, rankings, studio filmography.
Get live scores, schedules, standings, team and player data for NFL, NBA, MLB, NHL, and soccer.
MCP server for Polarion ALM — read and write documents and work items
Read, build, fit, and run Monte Carlo risk models in Excel through Vose Software's ModelRisk.
Lets your AI agents call you when they need a decision, and hear your answer.
Manage a family's Plannie calendar, tasks, lists, files and meal plan as an agent.
High-precision static analysis and debug server for AutoCAD AutoLISP (.lsp) files.
The canonical Python stdlib oracle for AI coding agents — always free, always MIT, token-frugal.
Free proxies that actually work: checked HTTP/SOCKS proxies, and pages fetched through them
A fully local MCP server for long-term memory with semantic search
Syllabus to calendar MCP: pull dates from a syllabus into .ics files, merge calendars. Offline.
Ranks type debt per file: any and ts-ignore counts weighted by import blast radius.
Multi-model AI orchestration with 31 tools, YAML workflows, and 5 token-optimized profiles.
homes.com real-estate for Claude — search, property details, photos, compare, mortgage math
Borrow a tab from your own logged-in Chrome, hand it back; 2FA and CAPTCHA stay yours. 69 tools.
Persistent project context — Rust-native MCP server. IANA-registered .faf format.
AI visibility in ChatGPT, Gemini, Claude, Perplexity, Copilot & AI Overviews, plus site audits.
Token-light local memory with SQLite hybrid retrieval for MCP agents.
MCP server for Box admin-log analytics — external-sharing visibility, read-only
Minimal MCP server for downloading Gmail attachments to disk. Read-only OAuth by default.
What a role really pays, including markets where the employer publishes no range.
Gasless Solana swaps, market-cap limit, trailing and TWAP orders, and plans. Your key stays local.
Swap, transfer, portfolio and Aave V3 on Base, HyperEVM and Monad, with the FibX app as MCP Apps UI.
220 browser automation tools for Chrome, Edge, and Firefox via CDP + BiDi. 100% Python.
Google Search Console: SEO audits, performance queries, URL inspection, indexing checks.