Search server records by name, category and declared transport. Update timestamps describe registry freshness, not tested functionality. Consult each publisher for current connection details and requirements.
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Snapshot 2026-11-06T19:40:01.441438+00:00 · 57,752 saved records · page 425 of 482. Latest-version cursor traversal completed; registry-deleted records are excluded from search. Availability and safety are not independently verified.
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-call.
Verifiable cognition: prove a session ledger is tamper-evident; audit & import any agent's logs.
Clarity and memory persistent workspace context manager for Claude.
Paid MCP for AI agents: vol risk premium, Agent-SOFR, max-LTV. $0.001 USDC on Base via x402.
Live transits, ESMS ingredients, cosmic recipes, synastry & transit×natal overlays by alchm.kitchen
Security gateway for AI agents: policy, approval, and audited execution, no secrets shared.
Model Context Protocol server for Gitea (and Forgejo, Codeberg).
Run end-to-end ML experiments from natural language (XGBoost, LightGBM, Optuna).
MCP server for persistent, semantic memory across AI sessions
Local-first TikTok Content Posting API for AI agents: OAuth checks, dry-run and live uploads.
Agent-first YouTube Shorts uploader: dry-run validation, OAuth checks, synthetic-media metadata.
Vitamin D synthesis calculator: sun position, UV, IU/min, time to dose, sunburn risk, daily window.
Write-capable PDF toolkit MCP: 22 tools to read, create, render, encrypt, merge & fill PDFs.
Provider-neutral short-form AI video toolkit for agents: Sora, Gemini Veo, xAI/Grok, Seedance.
Privacy-first, unofficial Oura MCP server for AI health, sleep, activity and heart-rate agents.
Personal RAG over your GitHub history (commits, code, reviews), served to Claude Code over MCP.
Privacy-first MCP server for Strava activities, streams, routes and training.
Local-first CGM MCP for AI agents: Dexcom Developer API + FreeStyle Libre via LibreLink Up.
Unofficial Eight Sleep MCP server: read sleep trends, temperature, alarms; gated pod control.
Unofficial local-first MCP server for Samsung Health personal-data CSV/ZIP exports.
Unofficial local-first MCP server for Apple Health export data.
Privacy-first, unofficial Fitbit MCP server for AI health, sleep, activity and heart-rate agents.
One API key for 6 AI models. Pay-per-use. MCP protocol support with web search.
Create, validate, convert & extract compliant e-invoices (UBL, Factur-X, ZUGFeRD, XRechnung)
Remote MCP server for connecting to your Condens UX repository.
Verified lawyer and attorney search, discovery, and matching for AI — 991K+ US profiles.
Verified lawyer and attorney search, discovery, and matching for AI — 991K+ US profiles.
Azure + GCP cost management: spending, forecasts, anomalies, budgets, idle resources, and tags.
MCP server for describing and invoking gRPC methods
US ZIP code intelligence: demographics, weather, tax, crime, housing, voting, and more.
Conta Azul ERP MCP — sales, customers, finance and NF-e via OAuth 2.0. Read + write, 35 tools.
Create a bill from a chat/photo and share it with anyone
VIN decoding and European vehicle data for automotive workflows.
Search 1.26M+ active French associations (official RNA registry, 10 tools, premium & RUP filters)
Workflow automation for AI agents — browse 125 connectors + 234 templates, run via FluxTurn.
RLS/tenant-aware Postgres for AI agents — schema, read-only SQL, NL→SQL with safety rails.
Translation for AI agents — translate, detect, batch; Japanese keigo registers. OpenRouter.
Time & date for AI agents — timezones, conversion, date math, diffs, cron, business days.
Multi-platform social posting for AI agents (Postiz) — channels, schedule/publish posts.
Read-only Redis for AI agents — keys, hashes, lists, sets, sorted sets, streams, INFO.
Read-only Qdrant vector DB for AI agents — collections, info, browse points, count, search.
Turn any OpenAPI/Swagger spec into MCP tools — each operation an SSRF-guarded tool.
Observability for incident agents — query Loki (LogQL), Prometheus (PromQL), Elasticsearch.
Notion for AI agents — search, read pages/blocks, query databases, create pages.
Read-only MySQL/MariaDB for AI agents — query, list/describe tables, health. SQL-guarded.
Read-only MongoDB for AI agents — find, aggregate (no write stages), count, stats.
Persistent searchable memory for AI agents — save/get/search across sessions, tags.
Read-only Kafka for AI agents — topics, offsets, consumer groups, peek messages, health.
Image generation & editing for AI agents (Runware) — text-to-image, bg removal, upscale.
GitHub for AI agents — repos, files, code search, issues, PRs, commits. Read-only default.
Read-only Git inspection for AI agents — log, show, diff, status, blame, grep. No writes.
Hardened filesystem for AI agents — jailed root, read-only default, traversal/symlink-safe.
SSRF-safe URL fetch for AI agents — clean markdown/text/HTML/JSON, plus guarded REST calls.
Email for AI agents — read inbox (IMAP), search, and send (SMTP).
Tabular data for AI agents — load CSV/JSON/XLSX, query, group-by, stats (no database).
Security audit for AI agents — scan code/diffs for leaked secrets, check deps via OSV.
Read-only ClickHouse for AI agents — analytics queries, table inspection, sizes, health.
Google Calendar for AI agents — list/create/delete events and free-busy via OAuth token.
Web browsing & research for AI agents — fetch/read pages, structured extraction, Exa search.
PLATEAU 3D city data as scene-editing and glTF export tools for creative LLM agents.
Schema-aware relational test data generator with working foreign keys, for any MCP client.
Search Recruiter Roles: live recruiter jobs, companies, sectors, locations, and market stats.
Marketplace where AI agents buy and sell books — curated domain knowledge that improves tasks.
Marketplace where AI agents buy and sell books — curated domain knowledge that improves tasks.
Hash-verified file editing MCP server with token efficiency hook for AI coding agents.
Ranks the best weather windows to climb any peak worldwide, on the sharpest regional model.
Job platform for AI agents. Track tech jobs from companies that match your stack.
Search crops, check companion planting, explore seasonal calendars, and find planting plans.
Japanese public-program MCP — subsidies, loans, tax, law, invoice. 261 tools, ¥3/billable unit
Self-maintaining knowledge vault: figure-level search, auto-wikilinks, and memory compression.
Monero/Zcash payment webhooks + DeFi liquidation & Ethereum builder data over MCP. Free tier; x402.
Multi-seller shopping for AI agents. Settle via Stripe MPP or x402 USDC on Base. Hosted.
QA agent for vibecoded apps. Real browser checks, your AI fixes them. Ship to green.
Official remote MCP server for SUZURI.
Find curated cheap flight and travel deals from Australia.
The decision layer between an idea and a digital product that works.
Norwegian company intelligence: ownership, roles, financials, risk, KYC/AML/PEP (multi-source)
First MCP for the European hemp & CBD market: real French CBD catalogue, producers, FR/EN wiki
Turn one sentence into an event pack: event card, identity badges, QR codes, and .ics.
Generate DOCX and PDF documents from AI assistants using BulkRender templates.
Connect your AI agent to anything — APIs, databases, and agents; read and write, auto-discovered.
Tamper-evident, Sigstore-signed audit trail for Claude Code agents.
Local-first PDF tools for AI agents: merge, split, extract, render, compress. Files stay on-device.
AI-powered keyword research, SEO audits, and AI-visibility scans via the JackpotKeywords REST API.
AI-powered candidate profiles for foreign professionals in Spain and Europe.
AI-powered candidate profiles for foreign professionals in Spain and Europe.
Find SaaS ideas worth building. Revenue data, growth signals and pain points from 10+ sources.
Law firm management MCP: manage cases, clients, tasks, calendar and documents via Claude AI.
Passive income opportunity scanner. Yield analysis and portfolio optimization for AI agents.
Manage test suites, run tests, view results, and automate QA workflows via AI with testRigor.
Non-custodial USDC yield vaults on Base mainnet with 9 MCP tools for AI agent treasury.
Zero-knowledge proof validator and cryptographic locker.
PII and secrets sanitization gateway with advanced OCR merging logic.
EVM gas optimizer refactoring Solidity code into efficient Yul assembler.
Real-time Twitter/X data miner and sentiment parser for autonomous bots.
Forensic accessibility and UI/UX front-end audit tool for web apps.
Web3 social sentiment aggregator analyzing crypto trends.
DEX liquidity wash trading and volume manipulation detector.
On-chain toxicity and spam transaction detector for Web3 wallets.
Acoustic sentiment parsing and voice veracity analyzer.
Hallucination validator and factual grounding checker for LLM outputs.
Secret scanner preventing leaks of corporate keys and credentials.
Visual UI/UX scanner auditing websites for heuristic compliance.
Generates React components and design frameworks from visual layouts.
C2PA standard visual authenticity scanner and metadata auditor.
Terms of Service contract analyzer flagging abusive clauses.
Safety execution proxy protecting clients during tool calls.
DeFi protocol simulation model scoring tokenomic structures.
LLM query cost optimizer minimizing context waste.
LLM token optimization gateway implementing semantic pruning.
3D graphic mesh generator and WebGL scene builder.
Premium SEO and Answer Engine Optimization (AEO) oracle for AI agents.
Multi-agent swarm planner and project sprint allocator.
Decentralized task broker and message relayer for multi-agent swarms.
Automated design system token generator and export utility.
Automated design token builder producing clean CSS and Sass assets.
Coded error stack trace debugger and automated patch generator.
SAML and OIDC authentication integration orchestrator.
Solidity smart contract generator implementing safe coding defaults.
Front-end slide deck generator and layout compiler.
The MCP Index makes a saved official-registry snapshot searchable. Entries are ordered by recorded registry update date. The catalog does not measure adoption, independently test servers or establish that every entry is open source.
A searchable saved snapshot of server records from the official Model Context Protocol registry. A listing is not a safety, quality, open-source-license or availability certification.
Entries are ordered by the recorded registry update timestamp, newest first. Freshness categories summarize that timestamp; they are not GitHub popularity, adoption or runtime-health measurements.
The saved snapshot date is shown with the catalog. The snapshot is built only after the official latest-version cursor traversal completes. Deleted records are excluded from search and retained historical URLs are labeled. A moving registry is not an atomic census; listings are not independently tested.
Published by Kymata Labs. Explore the related directories at indexes.kymatalabs.com.