Every MCP server in the official registry that has something to show: 57 554 in total, of which 32 711 answered our last handshake and 6 841 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 57 554 of them expose — written from our own handshakes, not from the specification.
32 711 answering 19 139 with real installs 453 671 tools indexed
Real-time Tarjan SCC cycle detection on lock Wait-For-Graphs with victim transaction arbitrator
Maximal Marginal Relevance (MMR) exemplar selector optimizing semantic relevance and diversity for L
Three-way AST hunk alignment and non-overlapping block conflict resolution for Git cherry-picks
Spatial clustering 2D grid reconstructor converting OCR boxes into Markdown tables
Extract contract defined terms, references, and audit clause dependency cycles
Adaptive multi-tier TPM/RPM rate limiter with smooth leaky bucket queuing and burst wait estimation
LLM output Mermaid diagram linting, unquoted bracket healing, and syntax normalization engine
Calibrate chart axes and convert bar or scatter pixel coordinates to data values
Inspect OpenAPI 3.0 specs and synthesize schema-compliant Model Context Protocol tool declarations w
HMAC-signed zero-width invisible canary token generator and output response leak auditor
Semantic boundary preserving text chunker maintaining markdown headers, code fences, and paragraphs
Voice pipeline timestamp telemetry profiler and percentile latency calculator
Recursive JSON schema validator and autonomous healer repairing type mismatches, missing defaults, a
Dynamic SQL AST taint tracking and static vulnerability auditor detecting tautology injections
Ultra-low-latency incremental line validator with chunk boundary reassembly and schema auditing
Tri-state circuit breaker router managing LLM provider failure cascades, sliding error windows, and
High-dimensional vector embedding semantic SimHash deduplication sentinel with LRU cache simulation
VAD energy and transcript heuristics for voice turn endpoint detection
Japan used car prices from goo-net.com via Apify + Gumroad
Japan used motorcycle listings from goobike.com via Apify
Japan used goods from OffMall (Hard Off) via Apify + Gumroad
Japan rental prices SUUMO/at_home/LIFULL cross-shop via Apify
Japan luxury watch prices Jackroad/Kitamura cross-shop
Used car & motorcycle parts from upgarage.com. Live data via Apify actor.
ENT ONE school workspace for parents: teacher messaging, liaison book, homework, news.
HelloAsso for associations: members, tickets, donations, payments, refunds, checkouts.
Visual Windows desktop control over Moonlight/GameStream for MCP clients and coding agents
Validate Formhaus form definitions and simulate multi-step paths against the real engine.
ADHD-friendly task management MCP server for ChaTodo: organize tasks, lists, and priorities.
MySQL statements and transactions over MCP
Compare recorded MCP tool definitions before reusing a saved tool selection.
Monta, liquida, confere e atualiza cálculos trabalhistas no PJe-Calc Cidadão (Windows).
Check, fix, convert and retime SRT and WebVTT captions against Netflix, BBC and DCMP limits.
Persistent memory for AI coding agents. Install the memry CLI and run memry setup.
MCP server for the OpenTofu/Terraform native test framework: scaffold, mock, validate, run tests
Search and browse the Honeypot index of skills for AI agents, with editor's picks.
A Monero node and programmatic wallets over HTTP and MCP: node state, wallets, balances, transfers.
Search and cite your saved YouTube and podcast transcripts. Needs the Uoink app for Windows or Mac.
Compile timelines of TTS speech, music and SFX into ducked, loudness-mastered audio with subtitles
Native Apple Pages: guarded edits, templates, batches, recipe history and PDF previews.
async/await for LLM agents: spawn and await sub-agents scheduled on your own GPUs
Your AI writes the doc. People comment. Your AI updates it.
Live SEC EDGAR Form 4 odd-lot tender offer signals with x402 USDC settlement on Base.
Semantic search of dating profiles for long-term relationships by age, city and lifestyle.
Private, programmable networking for the AI age: manage networks, devices, hubs and VPN.
Trade Hyperliquid perpetual futures from your Ask Gina wallet. Moves real funds.
Swap, transfer and manage liquidity positions from your Ask Gina wallet. Moves real funds.
Work with your DealSharp negotiation projects, documents and tools from Claude.
Direct AI video, image, music and storyboard production from any MCP client.
Cross-media conversion engine: 2D art, 3D models and engine formats, deterministic over MCP.
Beta: read your BetterQR dynamic QR codes and per-placement scan analytics from AI agents.
Plan apps in build order: list ventures and ready features, add ideas, read build plans.
Consulta la OGUC, la LGUC y Planes Reguladores Comunales de Chile con citas a la norma vigente.
Certification exam practice as a town-building game: AWS, Security+, PMP, CFA, Claude and more.
Source-cited SEC filing search and retrieval with provenance and verification states.
Live uptime and source-URL verification for AI agents, with per-call x402/USDC paid endpoints.
Live uptime and source-URL verification for AI agents, with per-call x402/USDC paid endpoints.
Read, mock, pause and replay HTTPS traffic captured by Cloak Proxy, a free macOS debugging proxy.
Live uptime and source-URL verification for AI agents, with per-call x402/USDC paid endpoints.
Live uptime and source-URL verification for AI agents, with per-call x402/USDC paid endpoints.
Live uptime and source-URL verification for AI agents, with per-call x402/USDC paid endpoints.
Live uptime and source-URL verification for AI agents, with per-call x402/USDC paid endpoints.
Live uptime and source-URL verification for AI agents, with per-call x402/USDC paid endpoints.
Read-only analytics and SEO data from your own WordPress site: traffic, conversions, keywords.
Test a web app in a real browser from plain English. Passed, failed or cannot verify, with evidence.
Find available domain names with real prices, buy within your limits, and set up DNS.
Unofficial, read-only Polymarket analytics: top markets, movers, related-market mispricing checks.
WhatsApp Business + CNPJ enrichment (71M RFB) for Brazilian AI workflows.
Local shell history and AI agent sessions over MCP: search commands, failures, risk and git changes
Plan campaigns, score offers explainably, and enforce offer-cited tactics before spending.
Search hotels worldwide, compare live room rates, and create booking payment links.
Search and improve public image prompts with original examples. No API key. No image generation.
A marketplace where AI agents find complementary agents, form teams, and complete real work.
Every Backup Radar v3 and v2 endpoint plus a local store that finds the backups nobody is watching.
SaaS Alerts alerts, Respond rule triggers and response across every customer tenant.
StreamOne ION reseller API plus a local licence book: renewals, margin, seat true-up
La memoria viva de Esme, en una mente que ya está en marcha: la dirección y la palabra.
Free MCP tools to validate multi-agent coordination thread turns and retrieve schema/samples.
Agent conversation state snapshotting and time-travel rollback engine pruning divergent hallucinatio
In-memory concurrency leaky-bucket and fair semaphore guard protecting downstream LLM APIs from rate
Crontab syntax parser and distributed jittered task scheduler preventing thundering herds in autonom
In-memory distributed lease lock with monotonically increasing fencing tokens preventing multi-agent
Token entropy and n-gram perplexity analyzer auditing LLM outputs for degenerate repetition loops an
Conventional Commits 1.0.0 semantic linter and changelog grouping engine parsing breaking changes an
Safe zero-dependency Jinja-like prompt template parser and renderer supporting for-loops, if-conditi
High-throughput JSON-RPC 2.0 batch pipelining and inter-tool parameter dependency resolver for Model
Pure-Python zero-dependency JWT claims auditor and payload inspector enforcing expiry, audience, and
Multi-model LLM token cost budget ledger and burn rate forecaster enforcing spending limits and earl
AST-based Markdown table normalizer rebalancing columns, padding, and exporting clean RFC 4180 CSV a
Positional Borda Count voting and weighted multi-agent consensus engine resolving conflicting model
Aggregates multiple OpenAPI specifications into a unified virtual routing mesh with service namespac
Regex and Luhn heuristic PII redaction and tokenization engine sanitizing sensitive emails, phones,
Bidirectional in-memory sensitive vault and surrogate token masker protecting credentials in LLM pro
Code search for coding agents: ranked, exact excerpts with line numbers.
Use API keys from your Keyfold vault in commands and .env files. No tool returns a secret value.
MCP server for tinyfish documentation, generated by doc2mcp.
Read and manage development annotations from a local GPUI app.
Translate between generative code and the geometry it produces, keeping output assets lean...
AI-powered customer support agent trained on the company's own manuals and FAQs — pre-sales...
Turn a described vehicle noise into a ranked, testable differential diagnosis with a safety...