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
MCP server for ByteDance Seedance AI video generation
Kiln MCP server for agents: design, slice, print, monitor, and recover physical objects safely.
Constitutional AI governance server with 5-organ Trinity and enforced floors F1-F13.
Social layer for Claude Code - DMs, presence, games between AI-assisted developers
AI agent Lightning payments: invoices, wallets, L402 access, API discovery, budgets, and commerce.
Official DeepSeek MCP server for chat, completion, model listing, and balance endpoints.
150+ SAP HANA database tools as MCP tools for AI assistants
MCP server exposing the AceDataCloud Fish Audio API (text-to-speech with voice conditioning)
Governed agent access to ERPNext — MCP + A2A doors, one spine. No debit without a credit.
Pre-deploy security auditor for AI agent code — the risks generic SAST misses.
Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.
Memi is the read-only design engineering audit and skill layer for coding agents.
AI job search for Claude, ChatGPT, Cursor. 128K+ jobs, 1,900+ companies. OAuth or stdio.
Read/write Intervals.icu MCP server: activities, wellness, calendar, gear, and workouts.
Estonian e-arveldaja (RIK e-Financials) accounting — invoices, bank import, reports.
Architectural sensor for Python codebases.
Token-auth Notion MCP: pages, databases, blocks, comments, files. Runs headless in CI and agents.
AI Agent-Native Data Platform — ingest, validate, transform, and query data.
MCP server for retrieving Japanese stock market data via J-Quants API v2
MCP server for searching Airweave collections with natural language queries.
MCP server enabling AI clients to interact with any MediaWiki wiki through standard tools
Turns an AI coding agent session into a reviewable Intent Document, validated against the diff.
Multi-model LLM Council and parallel AI window for Claude Code. Fork any model, fold results back.
Build-aware code intelligence for embedded C/C++ firmware — libclang, FTS5, call graphs, 33 tools
MCP server for AI dialogue using various LLM models via AceDataCloud
Patchright stealth + Vibium-style LLM-friendly CLI for agentic browser automation.
Scoped deterministic SRD 5.2.1 rules checks for agents — applied rules cited, boundaries explicit.
Persistent memory for Claude — 36 cited neuroscience mechanisms, local-first, hybrid retrieval.
Security middleware for MCP. Blocks prompt injection, PII leakage, and resource exhaustion.
MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.
Local-first web intelligence MCP server for AI coding agents
Self-hostable GPU-aware job broker: submit, route by VRAM, babysit jobs across machines via MCP.
Piloter des audits RGAA 4.1 sur Ara, référentiel embarqué. Non officiel.
Read-only, never-executing MCP server for the agentic-os governance, SDLC, and QE methodology.
Selects the minimum code an LLM needs to review a git diff
Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.
MCP server for Grok Imagine AI video generation
Focus-free macOS control for AI agents: drive your real Mac apps in the background, no stolen focus.
MCP server for Midjourney AI image generation and editing
Universal MCP Server with advanced AI memory capabilities and semantic search.
BAFU environmental data, NABEL air quality, hydrology
Licensed soundtracks and sound effects matched to your video. Commercial use OK.
Manage Docker (containers, images, Compose, Swarm, registries) via the Docker SDK and CLI.
Personal wiki and memory for AI assistants: store, search, and recall structured notes.
MCP server for Kling AI video generation
Industrial-AIOps energy edition: IEC-104/DNP3/IEC-61850 read-only OT connectors on iaiops.core.
Time MCP Server, giving LLMs time awareness capabilities.
An MCP server that provides access to the Zoo API for various CAD operations and tools.
MCP server for terrain analysis: DEM slope/aspect/suitability and point-cloud reading/gridding
Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc.
Git-versioned markdown memory for AI agents: save, search, compact, lint, and audit.
Token-efficient code review knowledge graph: semantic search and call-graph resolution.
Control the Unity and Godot editors from AI clients: scenes, scripts, physics, materials.
Deterministic local-first repo context for coding agents with one-command GitHub issue analysis.
Command wrapper MCP server for coding agents, compression, workflows, and local automation.
Static analysis tools for Frappe Framework and ERPNext projects via local stdio MCP.
Read-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness.
Deploy websites from AI agents. Free at mcp.shipstatic.com. Install for the full toolset.
Company intelligence via UK Companies House and risk screening across 386 risk data sources.
Classify data safety before storing or sharing. GDPR, HIPAA, PCI-DSS, CCPA. AI-powered.
Pre-flight check for AI coding agents: hallucinated packages + hardcoded secrets. Free, no account.
Sanctions screening for KYC/AML — EU FSF + OFAC SDN checks for Czech companies & individuals.
Offline US medical code lookup and crosswalk — ICD-10-CM/PCS, HCPCS Level II, RxNorm. Keyless.
Search and query government open-data portals (Socrata SODA API).
EN Diagram — structural verification for concurrent systems. Pure math, no AI.
Query 29,500+ World Bank development indicators for 200+ countries across 60+ years.
Create and manage cinematic AI video renders through the Future Video Studio Agent API.
Generate design systems: OKLCH color palettes, fluid type scales, spacing, shape and icon tokens.
FCC broadband availability, coverage analysis, and digital divide data for US geographies.
Use your own Word templates to convert Markdown → DOCX/PDF/HTML from any MCP-compatible AI.
Read-only tools over the Psychopathia Machinalis nosology: 79 conditions, 11 tools.
Generate 12V/24V/48V wiring diagrams and size wires, fuses, batteries, solar, and inverters.
A server to provide information about EOxElements custom elements for coding agents.
Discover and book businesses via AI agents.
Independent MCP server for the TC39 specs (ECMA-262 + ECMA-402): clauses, search, diffs, history.
Video analytics for TikTok, Instagram, and YouTube. Track, analyze, and discover content.
Cross-platform shared memory and ticket coordination for AI agents across MCP clients.
Securely give LLMs controlled access to real-world operations inside your Files.com environment
MCP server for Suno AI music generation, lyrics, and covers
MCP server for creating and editing Rive (.riv) animation files. 139 tools for AI-driven animation.
Community of Consciousness MCP Server — upload and explore collective wisdom via GitHub.
Snapshot tests and CI for agent workflows: record a run, replay it at 0 tokens, diff for drift.
Your real, logged-in Chrome as an MCP server: 63 token-efficient web-dev tools. ChromeOS included.
Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.
Persistent AI memory with hybrid search (FTS5 + semantic) and cross-machine sync.
Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks
AlbumentationsX MCP for batch previews, compare preview runs, segmentation masks, and exports.
MCP server for NanoBanana AI image generation and editing
Tunnels and webhooks for AI agents: capture, await, verify, replay, and send signed test events.
Fused graph of your codebase — static code + runtime OTel — for AI agents, over MCP.
MCP server for web extraction and rendering via AceDataCloud WebExtrator
Drive App Store Connect end to end: metadata, screenshots, builds, TestFlight, submit, release.
Web search, direct-URL fetch, crawl, and docs export MCP. smartfetch for URLs.
Local-first semantic code search across all your repos. Private context for AI coding assistants.
Intelligent MCP server for Godot 4. Spatial intelligence, code analysis, 35 tools.
Adaptive plan/build/review cycles for AI coding assistants, persisted across sessions.
An MCP server that provides access to common Cisco Modeling Labs (CML) operations.
Local-first SCIP code navigation and Zoekt search over your own indexed repositories
Persistent memory + vibe-loop engine for AI agents. Single Go binary, SQLite-backed, stdio MCP.
Local MCP for Chinese criminal dossier review; Word notes + Excel catalogs stay on-device.