Read-only MCP servers

Find NYC public restrooms and their latest Parks inspection status, from NYC Open Data

Connect Claude to live CS2 FACEIT data to retrieve player stats, match history, ELO trends, and head-to-head comparisons via the Model Context Protocol.

git-for-context — LLM context dedup: unchanged file re-reads collapse to hash-verified stubs, changed files return diffs. OpenCode plugin + zero-dep MCP server. Measured −34% per-turn context.

GoAI Moat - AI Visibility Audit MCP server. Diagnose a brand visibility in AI answers (ChatGPT, Perplexity, AI Overviews). https://mcp.goaimoat.com/mcp

GW1 build compiler MCP server: skill data, template code encode/decode, validation, hero roster. Read-only.

MCP server for internet radio: search 50,000+ stations, get stream URLs, top/trending stations, countries and genres (Radio Browser public-domain data). By 72FM.

A safety-aware MCP server that lets AI agents manage Linear issues, projects, cycles, and dependencies.

Run local commands from ChatGPT or Claude via a safe, allowlisted MCP server. Work on your codebase and generate images/sprites/assets locally from ChatGPT without spending Codex/API tokens. stdio for Claude Desktop/Code; capability-URL or bearer auth over HTTP for ChatGPT via ngrok or cloudflared.

Deterministic validation for AI-generated artifacts: JSON Schema, OpenAPI response, SQL. Typed verdicts with fix hints. Metered API + MCP.

🚀 Natural-language Hadoop cluster management via MCP. Connect LLM agents (Claude, GPT, etc.) directly to Apache Ambari REST API — control services, inspect configs, query metrics, and manage alerts with AI. Built with FastMCP & aiohttp.

MCP server: find a US county's official parcel ArcGIS endpoint and search it by owner name or APN. No API key. npx -y @urbankitstudio/mcp-atlas

MCP server for Marmiton: search French recipes and scale ingredient quantities to any number of servings. No API key.

MCP server for TranscriptFetch: transcripts from YouTube, TikTok, Instagram and media URLs, with AI transcription when captions are missing, plus YouTube search, channel and playlist listing, from any MCP client.

Long-term memory MCP server for AI agents — one ACID SQLite file, FTS5 BM25 retrieval, nested domains, diagrams and a local curation dashboard

Saudi economic data for Claude, Cursor & any MCP client — English or Arabic, keyless. Refuses to silently mislead.

Open-source MCP server that connects AI agents to Moodle LMS data through Moodle Web Services.

Celestia network intelligence for AI agents: MCP server over Orion's daily analysis. Read-only.

Organize and search Paperless-ngx documents with local AI, auto-classification, receipt extraction, and accounting export.

Live odds, cross-book +EV and graded player-prop results across 37 books. Hosted endpoint included.

Codebase analysis MCP server for AI agents: complexity metrics, size thresholds, prop drilling, and code smell detection built on tree-sitter and tokei.

Is this song AI or human? Detect AI-generated music (Suno, Udio, and more) from any AI agent. MCP server by Khaled Media.

Model Context Protocol server for Engrava — expose an AI agent memory database to any MCP client (Claude Desktop, Cursor, VS Code...) over stdio.

Substack MCP server and CLI for Claude Code, Codex and AI agents. 65 tools for drafts, posts, Notes, subscribers, analytics, tags, comments, and researching other writers.