The Model Context Protocol is the open standard for connecting AI
assistants to tools and data. This repository is two things:

1. A directory — a curated, categorized list of MCP servers the community has built and shipped.
2. A teaching repo — small, readable server implementations in Python you can clone, run, and copy from.

Built and maintained by AI Anytime. Additions come from the community — see Contributing.

🗒 Contents

• Servers in this repo
• Quick start
• Community directory
  • Agents, IDEs & developer tools
  • Search & discovery
  • Knowledge, memory & context
  • Media & generation
  • Security
  • Finance & markets
  • Marketing, content & social
  • Cloud, ops & data
  • Commerce, travel & logistics
  • Work & productivity
• Contributing
• Resources
• License

🧱 Servers in this repo

Reference implementations you can run locally. Each folder is self-contained — open it and follow its README.md.

[!TIP]
New to MCP? Read weather first (smallest surface area), then http-sse-mcp-starter to see the same
idea served remotely, then streamlit as an MCP Host to see the other side of the wire.

🚀 Quick start

git clone https://github.com/AIAnytime/Awesome-MCP-Server.git
cd Awesome-MCP-Server/weather

uv sync              # or: pip install -r requirements.txt
uv run weather.py

Then point an MCP client at it. With Claude Code:

claude mcp add weather -- uv --directory /absolute/path/to/Awesome-MCP-Server/weather run weather.py

For Claude Desktop, add the same command to claude_desktop_config.json under mcpServers.
Stuck? The MCP playlist on the AI Anytime YouTube channel walks through it end to end.

🌍 Community directory

Servers built by the community. Entries are alphabetical within each category.

Legend — stdio runs locally on your machine · http is a hosted remote server (nothing to install) · sse is a remote server over Server-Sent Events.

Agents, IDEs & developer tools

• Agent QA stdio — Author, validate, run, and inspect natural-language web and mobile regression tests, with persistent test memory. Install: npx -y agent-qa mcp
• Aident Loadout http — Connect Codex, Claude Code, Cursor, ChatGPT and other MCP clients to 1,000+ apps and 400+ Skills through one reusable setup with Vault-protected credentials. Endpoint: https://loadout.aident.ai/mcp · Docs · Website · Registry: io.github.Aident-AI/loadout
• AIHawk stdio - AI browser agent that browses, clicks, types, and reads real web pages from plain-English instructions. Install: uvx aihawk
• Antigravity Link stdio — Mirror active AI chat sessions from Google's Antigravity IDE to your phone: send messages, upload files, stop generation, automate workflows across 9 tools. Registry: io.github.cafeTechne/antigravity-link
• API.market MCP Gateway http — Discover and call 580+ APIs through five gateway tools, with OAuth or API-key authentication; pricing and free tiers vary by API. Endpoint: https://api.market/api/mcp/gateway
• Archcore stdio — Git-native context engineering CLI and MCP server for AI coding agents. Keep specs, ADRs, rules, plans, and project knowledge in Git. Install: curl -fsSL https://archcore.ai/install.sh | bash · Docs
• claude-node stdio — Python subprocess bridge to the Claude Code CLI, giving Python direct access to Claude Code's native capabilities over stream-json.
• Ganado Bridge stdio — Checked local file edits (SHA-256-gated), bounded reads/search and persistent command sessions with real exit codes on macOS. Install: .mcpb bundle from releases · Docs
• Oh My Android stdio — Lets coding agents see and drive the Android Emulator and adb devices: dp-scaled screenshots, UI tree, taps, logcat, and dark mode, font scale, RTL and TalkBack switches; ships inside a free native macOS app (macOS 26+). Install: brew install --cask ateymoori/tap/oh-my-android · Registry: io.github.ateymoori/oh-my-android
• OpenAPI to MCP Cloud Bridge sse — Zero-setup hosted bridge that turns any OpenAPI JSON spec into a remote MCP server. Hosted bridge
• OrcaReplay stdio — Read-only window into a local library of recorded agent runs: six tools (list, show, checkpoints, graph, replay, compare) over the prompts, tool calls and responses an agent already exchanged, so a failed run can be replayed offline or diffed against another. Install: npx -y orcareplay mcp
• Roundtable stdio — Zero-configuration server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) behind one interface with auto-discovery. Website
• SandBase CLI stdio — Agent-first CLI and MCP bridge for discovering, inspecting, and running 2,000+ AI models on one account — search, scraping, multimodal generation, data APIs, sandboxes. Install: npx -y @sandbaseai/cli connect · Website
• since-cutoff stdio — Reports which APIs of a project's pinned Python dependencies changed after a coding model's training cutoff, from a static diff of the two releases, and where the project's code uses them; no model calls or API key. Install: uvx since-cutoff mcp · Registry: io.github.MohammadHijjawi97/since-cutoff
• Skillselion stdio — On-demand skill loader over a catalog of 79,000+ agent skills, MCP servers, and plugins; materializes the matching SKILL.md and its scripts into the session mid-task. Install: npx -y skillselion-mcp · Website
• Zambo http — 120 native tools across 17 products: strategy, code audit, lead generation, onchain scoring, credit discovery, prompt defense. Endpoint: https://zambo.dev/api/mcp, zero auth, no signup. Website

Search & discovery

• AISOTools http — Search a curated catalog of 1,766 AI tools by keyword, category, or pricing; compare 2–5 products side by side and find alternatives. Read-only, no API key, sponsored results flagged. Install: claude mcp add --transport http aisotools https://aisotools.com/api/mcp · Docs

• Court Rules http — U.S. federal court rules, local rules, judge standing orders, court holidays and filing deadline checks; API key required, free tier. Endpoint: https://mcp.courtrules.app/mcp

• nothumansearch http — Search engine over 8,600+ agent-native services: discover MCP servers, OpenAPI providers, and llms.txt publishers by keyword, category, or agentic-readiness score. Registry: ai.nothumansearch/search

• Papers by Ouroboros Apps http — Research paper search with real citations from OpenAlex, Semantic Scholar, PubMed, Crossref, and arXiv: find papers, fetch abstracts, follow citations, and format references. OAuth sign-in. Endpoint: https://papers-mcp.vercel.app/mcp · Docs · Ouroboros Apps

• Parallel Search http — Free live web search and URL fetching, no account or API key. Endpoint: https://search.parallel.ai/mcp

• Patent by Ouroboros Apps http — USPTO patent search and prior art lookup: search public patent records, fetch a patent, list citations, and run a prior-art search. Not legal advice. Hosted coverage is USPTO only. OAuth sign-in. Endpoint: https://patent-mcp.vercel.app/mcp · Docs · Ouroboros Apps

• srezai http — Web search, page reading as clean Markdown, site crawling, JSON-schema extraction and claim verification with quotes for AI agents, with strong Russian-web coverage. Русский: веб-поиск и чтение страниц для ИИ-агентов, 12 инструментов. Endpoint: https://srezai.ru/api/mcp, API key required · Docs

• TwitterAPI.io http — 12 read-only tools over twitterapi.io: tweet search with full operators, profiles, followers, conversation threads, real-time streaming, trending topics. Endpoint: mcp.twitterapi.io/mcp

• Vend API Merchant http — Pay-per-call web intelligence: extract clean text from URLs, web search, link checking, domain WHOIS/DNS/SSL info, IP geolocation, and PDF text extraction. 22+ endpoints, no signup or API key, each call settles in Nano (XNO) via x402 at 0.0001–0.0005 XNO. Endpoint: https://extract.paypercall.dev/mcp · Docs · Registry: dev.paypercall.extract/vend-api-merchant

• Xquik http — X/Twitter search, extraction workflows, account insights, webhooks, and SDK access. Docs

• Statsnet http — Background check any company in the world: registration, executives, courts and finances. Endpoint: https://statsnet.co/mcp · Registry: io.github.usenetstate/statsnet

Knowledge, memory & context

• ContextStream http — Shared persistent memory and semantic code search for AI coding agents (Cursor, Claude Code, Codex, Grok, Windsurf). Free tier; hosted OAuth or API key. Endpoint: https://mcp.contextstream.io/mcp · Website
• Continuity by Ouroboros Apps http — Story continuity for fiction writers: a series bible and novel memory that keeps characters, places, timelines, and plot facts consistent across chats. OAuth sign-in. Endpoint: https://continuitywriter.com/mcp · Website · Ouroboros Apps
• GoodMemory stdio — Local-first, auditable memory for coding agents. SQLite-backed, read-only context/trace/search tools by default, with durable writes opt-in behind inspect, revise, forget, and export. Install: npm install -g goodmemory
• Hyperconsciousness stdio — Developer-alpha encrypted knowledge store with search and retrieval through scoped, expiring grants. · Docs
• Mnemoverse http — Hosted persistent memory for AI agents with shared rooms; tell it a recalled memory helped or misled and it re-ranks what comes back next. Free tier; OAuth on the hosted endpoint, API key for the npm package. Endpoint: https://mcp.mnemoverse.com/mcp · Install: npx -y @mnemoverse/mcp-memory-server@latest · Docs
• Neither stdio ? Project context your AI can query through MCP. Selected notes/docs for Cursor or Claude Desktop; related retrieval with source evidence. Install: npx -y @neitherai/mcp-server. Registry: io.github.stonianua/neither-mcp. Start
• ORANO http — Read-only access to your ORANO library: projects built from saved Reels, videos, articles and PDFs, with summaries, ordered tasks, selectable video context and curated memory facts. Paid web plan; API key required. Endpoint: https://orano-ai-backend-1037939693300.us-central1.run.app/mcp/ · Website
• Screenpipe stdio — Source-available MCP access to searchable local screen text and audio transcripts. Requires a running Screenpipe recorder and local API authentication. Install: claude mcp add screenpipe -- npx -y screenpipe-mcp@latest · Docs

Media & generation

• audio stdio — Edit, analyze and convert audio files and the sound of videos, no ffmpeg: loudness and true peak, checks against ACX, podcast, streaming and EBU R 128 specs, denoise, EQ, trim, fades, BPM, key. Install: npx -y audio --mcp · Docs
• Magic Hour http — Generate and edit video, images, and audio with 44 Magic Hour API tools. Endpoint: https://mcp.magichour.ai/ (bearer API key required) · Setup
• Motomarks http — Search a published automotive brand library and build logo CDN URLs for Claude, Cursor, and VS Code. Endpoint: https://motomarks.io/api/mcp (OAuth or API key; free account, no credit card)
• prompt-to-asset stdio — Routes image-generation prompts to 30+ models (DALL·E, Stable Diffusion, Flux, Midjourney) through one interface. Install: npm install -g prompt-to-asset
• RunAPI stdio — Browse the RunAPI model catalog and run image, video, music/audio, text-to-speech, and LLM tasks from agent workflows. Install: npx -y @runapi.ai/mcp
• UpRes stdio — UpRes MCP: list models, credits, and submit 4K image and video upscale jobs. Install: npx -y upres-cli

Security

• Council of AI (GSPC) http — Reads a public board of signed AI behaviour measurement cards and verifies Ed25519 signatures and Merkle inclusion; read tools need no key, evidence tools are x402-metered. Endpoint: https://councilof.ai/mcp · Install: npx -y csoai-gspc-mcp · Registry: io.github.CSOAI-ORG/gspc
• Darkmoon stdio — Open-source (GPLv3) autonomous penetration-testing platform orchestrating 80+ offensive security tools through 50 specialist agents, with proof of exploitation behind every finding. Runs fully locally.
• Skycloak MCP http — Managed Keycloak identity MCP server for AI agents (OIDC/OAuth realms, users, clients, SSO). Endpoint: https://mcp.skycloak.io · Docs · Registry: io.skycloak/skycloak-mcp

Finance & markets

• AskCyborg http — Stress-tests public and private companies through analyst debate: reports, scores, comparisons, competitors, recent developments. Anonymous free tier, no API key. Endpoint: https://mcp.askcyborg.com/mcp
• Deposit by Ouroboros Apps http — Freelance deposit and payment schedule: approved deposits, payment dates, and client wording; deposit waivers and date changes need approval. OAuth sign-in. Endpoint: https://deposit-continuity2.vercel.app/mcp · Docs · Ouroboros Apps
• Eulerpool http — Financial data for AI agents: 250+ tools over stocks, fundamentals, ETFs, macro (FRED/ECB/IMF/World Bank), crypto, FX, insider trades, congress trading and options flow. Free tier, API key or OAuth. Endpoint: https://api.eulerpool.com/mcp · Docs
• EventTrader http — Prediction-market trading: place bets, TGE token price predictions, real-time orderbooks, agent cloning, due-diligence scoring. Platform
• Helium http — Real-time news with 37-dimension bias scoring, ML options pricing, and live market data. Interactive demo · REST API
• Invoice by Ouroboros Apps http — Freelance invoice records: approved invoice line items, quantities, agreed rates, due dates, and late terms; invoice changes need explicit approval. OAuth sign-in. Endpoint: https://invoice-continuity2.vercel.app/mcp · Docs · Ouroboros Apps
• Invompt http — Turn AI-host work into invoices you review before send; Continue as guest or OAuth via hosted MCP. Endpoint: https://mcp.invompt.com/mcp · Website · Registry: com.invompt/invompt
• Silicon Floor http — Who owns AI and semiconductor stocks, who is buying and selling them, and what their filed numbers say: SEC XBRL financials, 13F, Schedule 13D/G, Forms 3/4/5, FINRA short interest and dividends, every figure dated and linked to its filing. Read-only, no API key. Endpoint: https://siliconfloor.com/mcp · Docs · Registry: com.siliconfloor/silicon-floor
• VoxOdds http — Prediction-market research across Polymarket and Kalshi: odds for the same contract on both venues, the all-in executable price for a budget with estimated taker fees and which venue fills cheaper, trending markets, edge signals and an audited forecast track record. Read-only, no API key. Endpoint: https://voxodds.com/mcp · Docs · Registry: com.voxodds/voxodds

Marketing, content & social

• Autoposting http — Draft, schedule, and publish to X, LinkedIn, Instagram, Threads, and YouTube, plus AI carousels and video clipping. OAuth 2.1 with dynamic client registration — no secret to paste. Install: claude mcp add --transport http autoposting https://app.autoposting.ai/mcp
• BulkPublish http — Plan, review, schedule, publish, and analyze social media content for AI agents through BulkPublish. Endpoint: https://mcp.bulkpublish.com/mcp · Docs
• Claim by Ouroboros Apps http — Brand claims and marketing copy compliance: approved claims, offers, proof, brand voice, and banned phrases, with a check that rejects copy inventing a guarantee or discount. OAuth sign-in. Endpoint: https://claim-continuity2.vercel.app/mcp · Docs · Ouroboros Apps
• Liftli http — Head-of-content for LinkedIn, X, and Substack: extracts your voice from your own posts, turns voice notes and transcripts into drafts, critiques them, then publishes through official platform APIs. 54 tools, no scraping.
• LogNorm http — Site and GEO audits ranked into a backlog that Claude Code, Codex and Cursor can fix, write and track (including how AI assistants answer buyer prompts). OAuth 2.1 with dynamic client registration; free plan. Endpoint: https://lognorm.com/api/mcp · Docs
• NotFair http — Google Ads diagnostics (CPA, ROAS, search-term waste, quality scores) and optimizations executed through the official Google Ads API behind a human-approval gate.
• NotFair Skills — Skills, not a server. Open-source Claude Code skills for SEO, GEO, Google Ads, and Meta Ads that pull live data through the Google Ads, Meta Ads, Search Console, and GA4 MCP servers.
• Rank by Ouroboros Apps http — SEO rankings from Google Search Console, read-only: top queries and pages, traffic trends, period comparisons, quick wins, dropped pages, and URL inspection. OAuth sign-in. Endpoint: https://rank.ouroborosapps.com/mcp · Docs · Ouroboros Apps
• Robot Speed http — AI SEO MCP: content calendar, keyword research, site audits, backlinks, and CMS publishing. OAuth remote. Endpoint: https://www.robot-speed.com/api/mcp · Website
• SearchLink Lite stdio — Google Search Console inside your MCP client: search performance by query, page, country or device, ranking opportunities, URL indexing, sitemaps and on-page checks. Eight read-only tools, runs locally with a service account or gcloud credentials. Install: npx -y github:GlobalMatchHub/searchlink-lite
• Testimonials.ltd http - Testimonials and wall of love widgets: import reviews, approve, tag and pin the best ones from chat. Endpoint: https://testimonials.ltd/mcp · Docs
• ThreadFox Lite stdio — Read-only Reddit research through your own signed-in Chrome: a subreddit's rules with self-promotion rules flagged, communities for a topic, an account's standing, and whether a post is still live. No API keys.
• Unfetch http — Google Ads MCP reporting for campaign spend, conversions, and search terms, plus Google Analytics, Search Console, keyword research, and web research with read-only account access; OAuth and a free plan. Endpoint: https://unfetch.com/api/mcp · Website
• Upload-Post http — Publish and schedule videos, photos, carousels, text and documents to TikTok, Instagram, YouTube, LinkedIn, Facebook, X, Threads, Pinterest, Reddit, Bluesky and Google Business Profile, and read post analytics and comments; OAuth or API key, free plan. Install: npx -y @upload-post/mcp (stdio) or endpoint https://mcp.upload-post.com/mcp · Docs
• VoiceMoat http — Personal brand tools for Twitter/X and LinkedIn: score a draft against your own voice profile, improve it, read your analytics and top posts, and publish or schedule after a preview and a confirmed second call; OAuth, needs a VoiceMoat Pro or Enterprise plan. Endpoint: https://app.voicemoat.com/api/mcp · Website · Registry: com.voicemoat/voicemoat

Cloud, ops & data

• Cohesivity http — Agent-native backend services for hosting, Postgres, email, storage, containers, LLMs, voice, and third-party APIs, with free tiers, $5/month in AI and Search credits, and x402 top-ups. This remote MCP requires OAuth sign-in; anonymous no-signup setup uses the local MCP. Endpoint: https://cohesivity.ai/mcp/manage · Docs
• Invokely http: Hosted MCP and REST API for official statistics by indicator, place, and period, with a source citation on each figure. The main endpoint uses an API key or OAuth; the free plan includes 500 calls/month with no card, and the no-account trial allows 25 calls/day per IP. Endpoint: https://invokely.ai/mcp · Trial endpoint: https://invokely.ai/mcp/trial
• Zopnight http — Read-only cloud cost and infrastructure governance across AWS, Azure, and GCP: 85 tools spanning cost, resources, schedules, recommendations, budgets, and diagnostics. Install: claude mcp add --transport http zopnight https://api.zop.dev/mcp-server --header "Authorization: Bearer zn_pat_YOUR_TOKEN" · Claude setup

Commerce, travel & logistics

• BuyWhere stdio — Cross-border e-commerce product search across 150M+ products in Singapore, SEA, and US markets with real-time price comparison. Install: npx @buywhere/mcp-server
• CardDeals http — Query and compare real-time discounted digital gift cards across 700+ brands. Endpoint: https://catalog.carddeals.co/mcp · Docs
• HOTLIKESHOP http — Search a catalog of social-media accounts, proxies, and digital services and buy them right inside the chat; free to connect, no key for lookup. Endpoint: https://hotlikeshop.com/api/mcp · Docs
• MAQAMI Travel http — Official MCP server for MAQAMI, a hotel and flight booking platform with 3M+ hotels. Search live hotel rates and flights, look up places, airports and hotel details, then prebook and book. Endpoint: https://mcp.maqami.co/, no API key required · Website
• Packrift http — Packaging procurement: exact-size SKU lookup, carton-fit recommendations, shipping estimates, and dimensional-weight calculations.
• Pocket Drives http — Search peer-to-peer luxury, exotic, and EV rentals from independent hosts. Endpoint: https://pocketdrives.ai/mcp, no auth.
• StayingAPI http — Accommodation data across Airbnb, Booking.com, Vrbo, and Google Hotels: search stays and read live listings, rates, availability and reviews. Endpoint: https://mcp.stayingapi.com/mcp · Docs

Work & productivity

• AI Applyd http — ATS resume scoring, job-description analysis, interview prep, cover letters, resume building, and auto-apply that submits on the employer's own hiring system. Website
• CareClinic Health Tracker http — Review personal medication schedules, symptoms, mood, and confirmed health check-ins through an authorized CareClinic account. Endpoint: https://mcp.careclinic.io/mcp
• Desk by Ouroboros Apps http — Customer support policy for assistants: approved support answers, refund rules, and escalation limits read before replying; unapproved promises go to human review. OAuth sign-in. Endpoint: https://desk-mcp-continuity2.vercel.app/mcp · Docs · Ouroboros Apps
• Milestone by Ouroboros Apps http — Freelance project milestones: approved milestones, deliverables, and acceptance criteria; a milestone is only done when the saved criteria are met. OAuth sign-in. Endpoint: https://milestone-continuity2.vercel.app/mcp · Docs · Ouroboros Apps
• Office Suite stdio — Bundle of MCP servers for freelance and back-office work: invoices, spreadsheets, PDFs, time tracking, expense tracking, resumes, and contracts. Hosted
• Process Street http — Connect agents to Process Street workflows, tasks, runs, data sets, and operational records, with an interactive authorization flow. Docs
• HostDeFi — free token-safety scanner grading tokens A+–F from on-chain checks (mint/freeze authority, liquidity, holder concentration) across Solana + 7 EVM chains. Keyless REST API, hosted MCP, x402 endpoints.
• Scope by Ouroboros Apps http — Freelance scope of work: approved scope, rates, deadlines, and change orders, so an assistant cannot promise work or discounts that were not approved. OAuth sign-in. Endpoint: https://scope-continuity2.vercel.app/mcp · Docs · Ouroboros Apps

🤝 Contributing

Contributions are very welcome — this list is only as good as the people adding to it.

Adding a server? Read CONTRIBUTING.md first. The short version:

• One server per pull request.
• Add it as a bullet in the right category, in alphabetical order. Please don't renumber anything or introduce numbered lists.
• Use the exact entry format:

  - **[Name](https://link-to-repo-or-docs)** `stdio|http|sse` — One sentence on what it does. Install: `command` · [Docs](https://…)
  

• Keep it to one or two sentences. No marketing copy, no tracking parameters in URLs.
• The server must actually exist, speak MCP, and be reachable by someone who isn't you.

📚 Resources

• Model Context Protocol — documentation
• MCP specification
• Official MCP registry
• MCP Python SDK · TypeScript SDK
• AI Anytime on YouTube — MCP tutorials and walkthroughs

📜 License

MIT. Listed third-party servers carry their own licenses — check each project before using it.