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 435 of 482. Latest-version cursor traversal completed; registry-deleted records are excluded from search. Availability and safety are not independently verified.
Optical ops MCP for AI DCs — gNMI, ML RUL, Digital Twin, NCCL, SPARQL semantic
Browse and manage files in your Moxt AI workspace from any MCP client.
SEO and AI-answer visibility intelligence for search, content gaps, and GEO actions.
Amazon account health, listing, FBA inventory, fee, PPC, review, and appeal intelligence.
Customer LTV, churn risk, repurchase, lifecycle email, and winback intelligence.
Creative fatigue, winning-angle, competitor ad, and hook benchmark intelligence.
Daily ecommerce revenue, inventory, listing, shipping, and restock operations intelligence.
Cross-platform ad spend, attribution, true ROAS, budget, and anomaly intelligence.
Shared memory + orchestration for your coding agents. Local-first MCP, vector RAG.
Adaptive memory system with cognitive scoring, knowledge graph, and self-improving ML.
MCP server for IBM Maximo, by Maxis Technology — assets, work orders, inventory, purchasing, labor.
useVyre component context for AI agents — valid props, variants, anti-patterns, and design tokens.
MCP server for VK API with 180+ tools: users, wall, groups, friends, photos, messages.
Public MCP for gethal.ai — autonomous AI sales agent. Pricing, features, book a demo.
Agent Commerce MCP — agent-native A2A storefront. Discovery, Stripe checkout, affiliate program.
Playwright & Appium test automation for Claude. Generate tests, diagnose failures, open fix PRs.
MCP server providing symbol navigation, diagnostics, and type resolution for Nim projects
LOLBAS, GTFOBins, and process parent-child lookups for detection engineering agents.
Generate production-ready chart code (Recharts, Chart.js, ECharts, Plotly) from a prompt.
Coherence MCP — chat with your CRM's AI agent from Claude, Cursor, and Cline.
Trakt MCP — TV/movie metadata + watch tracking signals
TasteDive MCP — cross-media recommendations (free with key)
Brazilian public procurement (PNCP) and Federal Revenue CNPJ data — 16 tools, 4 prompts.
Rails development skills, docs, and workflows exposed through MCP stdio.
Crypto crowdfunding for AI agents. Create campaigns, accept ETH/USDC via x402 protocol.
Statistics Canada (StatCan) WDS MCP — Canadian official statistics (no auth)
GovTrack MCP — federal US Congress data (free, no auth)
Generate and manage Storydoc presentations from any MCP-compatible client.
Monitor uptime, manage incidents, configure alerting, and query dependency status via DevHelm
MCP server providing OpenFeature SDK installation guides and OFREP flag evaluation
MCP gateway with 10 tools for code analysis, architecture, package audit & security.
Playwright browser & Node.js MCP. ARIA refs, screenshots, ref-based interactions.
AI copilot for French accounting firms on Pennylane. Monthly close memo in 8s, full general ledger.
FX forensic audit MCP. Detects hidden bank markups on cross-border payments. FINTRAC MSB.
Live DeFi yield, HL vaults, SEC insider/8-K, macro tape, ETF flows, airdrops, Polymarket whales.
Taiwan film equipment rates, studios, photographer/director references; AI pre-production tools.
Open Library MCP — Internet Archive's open book metadata
Autonomous UX and a11y audit, fix, and verify loop. 38 tools, framework-aware patches.
Context portability MCP server for compressing, formatting, and resuming AI conversation handoffs.
Read and write Mission Control state via MCP — projects, tasks, subtasks, templates, status updates.
Agent-first cognitive substrate: 20 verbs + 50 lint dims over a self-validating graph.
Manage BrightSite websites: pages, blog posts, components, forms, media, and analytics.
Search live UK firefighter recruitment across 73 fire services, with on-call station data.
Convert photos to LEGO-style brick mosaic previews with AI-powered color quantization.
USDA NOP organic compliance checks — operation websites vs live OID certificate data.
MCP server for VC pitch-deck scoring, thesis-fit matching, and deal-flow management.
Agent-commerce MCP server for x402/USDC payments and affiliate splits on Base.
9,900+ US equities, 64 years of prices, financials, technicals, and earnings. Ask in plain English.
Manage channels, conversations, users, and workspace apps programmatically
Open execution contract for agents doing business work. 6 operators, one MIT-licensed spec.
Track stories, organize sprints, and manage project workflows across your team
Manage products, orders, customers, inventory, and store configuration
Track errors, manage performance alerts, and configure dashboards and monitors
Manage subscriptions, users, and send event notifications for Semrush apps
Launch, scale, and manage GPU pods and serverless endpoints across regions
Manage incident alerts, events, and workflows with custom automations
Send, track, and manage transactional emails at scale
Run AI models, create deployments, and manage predictions via cloud API
Manage expenses, corporate cards, accounts payable, and accounting integrations
Ingest, manage, and retrieve documents for RAG-powered AI applications
Send, track, and manage transactional and bulk email delivery
Create, organize, and manage API collections, specifications, and team workspaces
Access stock, crypto, and ETF market data, analyst ratings, earnings, and financial news
Create and manage vector database indexes, backups, and collections
Search the web, generate AI responses, and create embeddings with real-time information
Search real-time news articles, companies, journalists, and trending topics
Extract data, edit, convert, and parse PDF documents with OCR and AI
Manage incidents, on-call schedules, escalation policies, and alert notifications
Convert addresses to coordinates and reverse-geocode locations worldwide
Create and manage software licenses, products, modules, and customer licensing agreements
Analyze user behavior with funnels, retention, cohorts, and event segmentation
Create and manage collaborative boards, items, and diagrams programmatically
Send emails and manage sending domains, suppression lists, and delivery analytics
Send transactional emails, manage domains, and track delivery analytics
Search the web and fetch pages with sourced results, optimized for AI agents
Create short links, manage domains, and track click analytics
Manage feature flags, segments, projects, environments, and team members
Create and manage email campaigns, lists, and marketing automation
Look up IP address location and geolocation data with country, city, timezone, and ISP details
Manage dashboards, users, teams, alerts, data sources, and access control
Create, read, and modify spreadsheet data, formatting, and sheets
Query search analytics, manage sitemaps, and inspect site URLs and status
Scrape Google search results with SERP data, ads, and knowledge panels
Geocode addresses, calculate directions, and search places with maps and routing
Send, read, organize emails, manage labels, drafts, and filters
Query GA4 analytics data with custom reports, pivot tables, and audience exports
Run network tests (ping, traceroute, DNS) from probes worldwide
Scrape, crawl, and extract structured data from websites at scale
Export files, access design data, manage projects, comments, and team assets
Create and manage secure sandboxes for running AI agent code
Monitor infrastructure, manage agents and deployments, track metrics, logs, and events
Track customer data, manage audience segments, and trigger personalized campaigns
Create, update, and publish content across spaces and environments
Analyze code quality, security issues, and coverage across repositories
Free invoice generator — create pre-filled invoice URLs with taxes, discounts, and 14 languages.
Live data grids for AI agents. Push structured data; humans review, agents read back via MCP.
Search jobs, manage resumes, and track applications on Qarera from your AI chat client.
MCP server for the full Pāli Canon — search, cite, compare translations. Offered as Dhamma Dāna.
AI search visibility MCP. Get cited by ChatGPT, Perplexity, Claude, and Google AI Overviews.
Real-time fact-checking MCP. Verifies claims against live sources with structured verdicts.
Japanese court-run real-estate auctions (BIT). 5 tools, ~1,480 active listings. CC BY 4.0.
MCP Server for video enhancement and image segmentation (SAM3)
Standards-based A2A hub. One MCP connection to thousands of agents, with shared persistent memory.
Extract structured pricing tiers and addons from any SaaS pricing page URL. Built for AI agents.
MCP server giving Claude AI access to 22+ NYC public-record databases for real estate due diligence
Write to Figma from any MCP client (Claude Code, Cursor). Complements the read-only official MCP.
Analyze Convai sessions, latency, reliability, usage, and provider telemetry via API key.
Give your AI agent a phone. Place outbound calls to US businesses to ask, book, or confirm.
Manage CI/CD pipelines, workflows, and job metrics across projects
Detect technologies and tech stacks used on any website
Create and control browser sessions for web automation, testing, and AI agent tasks
Manage repositories, branches, webhooks, and pull requests in Bitbucket workspaces
Create, manage, and search Confluence pages, attachments, and content with full automation support
Manage tasks, projects, portfolios, and team workflows
Search and enrich contact and company data from 210M+ people and 35M+ companies
Build, deploy, and run web scraping and automation actors in the cloud
Track stock prices, search symbols, and compute 50+ technical indicators
Search multiple indices, index data, and get personalized recommendations
Retrieve NFT metadata, ownership, and contract details across blockchains
Create, read, update, and delete records in Airtable bases and tables
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.