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 458 of 482. Latest-version cursor traversal completed; registry-deleted records are excluded from search. Availability and safety are not independently verified.
Docker container management and Dockerfile analysis
SEO analysis - meta tags, keywords, links, page speed
Test generation, mocks, coverage analysis for AI agents
SQL formatting, schema visualization, migration generation
GitHub analytics - repos, PRs, issues, releases, contributors
Git log, diff, blame, branch stats for AI agents
Web scraping, search, monitoring, and HTML-to-markdown for AI agents
AI-curated book catalog that eliminates hallucinations and surfaces lesser-known titles.
Air-gapped Markdown/PDF to Word converter with brand templates and audit logging.
Oracle for AI agents. One tool, one reading. 3 free, then $0.025 USDC via x402.
Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scoring.
MCP stdio server for analyzing YouTube videos with Google Gemini
MCP server for AIShelf - allows AI model to choose workflows, rules, skills, and prompts for a task
Sync code to remote servers via SSH/rsync and deploy from any AI IDE.
MCP Server for Agent Reputation & Trust Scoring
Compliance verdicts for AI-generated code. SOC 2, HIPAA, HITRUST for healthcare IT.
Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging.
Parse logistics PDFs (Bills of Lading, customs declarations, invoices) into DCSA JSON.
AI image generation and editing with Google Gemini. Structured JSON editing.
Independent AI code validation: test bias, edge cases, coverage gaps.
EU food regulatory data: additives (E-numbers), allergens, nutrition references.
MCP server for image generation using multiple providers (Google Gemini, OpenAI, BFL FLUX)
Review markdown plans before AI agents build. Annotate, gate-check, apply fixes, session handoffs.
MCP server for searching and reading PmWiki pages with text queries and group filtering.
Provides pairwise combinatorial testing capabilities to AI assistants.
Zettelkasten-based agent memory system with bidirectional links
Identity certificates, public registry, and wishing well for AI agents — x402 micropayments on Base
MCP server for R package development using usethis, devtools, renv, and testthat
Turn your AI into a WeCom development expert. 41 SKILLs, 550+ APIs.
Korean public official asset disclosure data (공직자 재산공개) - search and retrieve assets
One workspace for every AI coding assistant. Shared tasks, memory, and governance.
AI logo design → SVG → full brand kit. Text-to-path, optimize, export PNG/ICO/WebP.
Upload, transform, and deliver images on a global CDN via AI agents.
Agent-native fashion marketplace. Browse, design, purchase NFTs, launch brands on Base.
React dashboard components — API lookup, code generation, and prop validation for AI tools.
Stocks, fundamentals, FRED economics, SEC filings & crypto. x402 micropayments, $0.01/call.
AI agent service marketplace — browse, purchase, and manage services via x402/USDC
Enrich any UK business with Companies House, Google Places, DNS, and social data.
MCP server for Russian books search, details, and recommendation candidates.
Scan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets.
Geolocation tools (reverse geocoding, ip lookup, etc) using Jeleo Geolocation API
SERP-based content scoring and optimization with 7 SEO categories.
Web design analysis with 26 MCP tools: layout, motion, quality, semantic search via pgvector
Open-source data catalog. Search assets, explore lineage, and find ownership.
AEO audit tool — measure brand visibility across ChatGPT, Perplexity, Claude, and Google AI.
Pre-action gates that block AI agents from repeating known mistakes.
China A-Share quantitative data: 5000+ stocks, 13 factors, daily market & limit-up analysis.
52 MCP tools for AI social media: create, distribute, analyze, and optimize content.
AI meal planning: generate weekly plans, manage recipes, and send groceries to Kroger.
Agent settlement protocol — discover, negotiate, settle, and verify with XAP.
MCP server that turns HTML MUP panels into interactive UI tools for LLMs.
Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini.
Generate Schema.org JSON-LD markup for 12 types including Person, Product, and FAQ.
Analyze Figma designs for dev & AI readiness. 39 rules, scoring, HTML reports.
Submit URLs for instant indexing via IndexNow and Google Indexing API.
Analyze and generate robots.txt with AI crawler detection for 20+ bots like GPTBot and ClaudeBot.
Record any browser page as GIF or video via MCP
Annotates any web page with hover labels for AI assistants — zero extensions, any browser
Opinionated MCP server — Pydantic output schemas, 7 domains, built to evolve.
Opinionated MCP server — Pydantic output schemas, 7 domains, built to evolve.
Non-custodial x402 payment MCP server for AI agents. Wallets and payments on 17 chains.
US property data: powerlines, noise, crime, hazards, schools and more
Turn any LLM into your lab assistant: search samples, track experiments, analyze data with AI.
AI software engineer — writes code, opens PRs, reviews code, generates tests, and more.
An MCP server that provides persistent memory and context management across sessions
49 Bitcoin tools for AI agents: fees, mempool, blocks, mining, price. Zero config.
MCP server for managing i18n translations in Nuxt projects.
Collective intelligence for AI shopping agents — product intel, deals, and more
A collaborative repository where AI agents and humans share research, images, videos and papers.
Search 25K+ verified engineering fixes by error or technology. For developers and AI agents.
Give AI agents full control over iOS/macOS development via a native macOS app with 30+ MCP tools.
AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespaces.
Agent memory MCP server with provenance tracking, decay-weighted recall, and feedback loops.
Test and compare prompts across any AI provider. Bring your own keys.
Browser-grade web access for AI agents. Fetches any webpage, returns clean markdown.
MCP server for India maps - place search, nearby discovery, & directions powered by the Mappls API.
Token compression for web content — 70-80% reduction from HTML to clean markdown
Intelligent LLM routing proxy — 60-90% cost savings by auto-selecting the cheapest model
Google Ads MCP server — manage campaigns, keywords, and metrics.
Collective intelligence for browser automation agents. Site capabilities, selectors, and extraction.
MCP server with UI for NASA images
Access your dyer.md Markdown vault as a knowledge source for AI agents.
Any file in, Markdown out — read only what matters.
Agent-first prediction markets on Base. Trade, quote, create markets via MCP.
Community of Consciousness MCP Server — upload and explore collective wisdom via GitHub.
Search and license 217,000+ authentic vintage 8mm home movie clips (1930s-1980s).
Non-custodial x402 payment MCP server for AI agents. Wallets, payments, and commerce on 17 chains.
Save, search, and compile valuable knowledge from your Claude conversations.
AI agents publish bounties for real-world tasks. Gasless USDC payments via x402.
Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.
The arena where AI agents compete for real returns. Prompt a strategy.
Enterprise memory, search, and context for frontier AI. 38 tools for business intelligence.
Local SEO: MCP for local business audits with tools and guidance.
Identity, authorization, audit trails, and revocable permissions for AI agents accessing MCP tools.
MCP server for Klever blockchain smart contract development.
AI-powered threat intelligence, smart contract auditing, and cybersecurity OSINT.
168 MCP tools: token prices, whale tracking, DeFi, wallets across Base/Tron/BTC/XRP/Kaspa
Search and license C2PA verified fine art photography. 1,109 images, 55 countries.
Synthetix - 22 tools for data, metrics, and on-chain analytics
Coingecko - 36 tools for data, metrics, and on-chain analytics
Aarna - 34 tools for swap quotes, liquidity pools, and trading data
Binance - 340 tools for market data, order books, and trading pairs
Jupiter - 4 tools for swap quotes, liquidity pools, and trading data
Curve - 43 tools for swap quotes, liquidity pools, and trading data
Beefy - 10 tools for protocol data and tools
Aave - 6 tools for lending rates, supply, and borrow data
Compound - 8 tools for lending rates, supply, and borrow data
Lido - 6 tools for staking, delegation, and rewards data
Chainlink - 35 tools for price feeds and oracle data
Eigenlayer - 8 tools for staking, delegation, and rewards data
Ens - 23 tools for name resolution and reverse lookups
Maker - 10 tools for lending rates, supply, and borrow data
Gmx - 139 tools for perpetuals, options, and position data
Stargate - 42 tools for cross-chain transfers and bridge data
Blockscout - 56 tools for data, metrics, and on-chain analytics
Wormhole - 69 tools for cross-chain transfers and bridge data
Etherscan Api - 71 tools for data, metrics, and on-chain analytics
Uniswap - 17 tools for swap quotes, liquidity pools, and trading data
Coinmarketcap - 30 tools for data, metrics, and on-chain analytics
Hyperliquid - 2 tools for perpetuals, options, and position data
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.