MCP Server Directory

ModelPilot Execution Decision Engine io.github.andycywu/modelpilot

Policy-aware AI execution, verification, cost, and trajectory evidence for agents.

Adaptive sliding window query debouncing and micro-batch coalescing engine optimizing LLM throughput

Anonymize client files on your computer before Claude reads them; real values restored locally.

Cardboard AI ai.cardboard/cardboard

Edit your own videos by chatting in Claude or ChatGPT: cut, caption, add music and export.

rtfx.pro pro.rtfx/rtfx

Publish what Claude makes (HTML, PDF, small site) to a private link only chosen people can open.

Shurava com.shurava/shurava

Run your Shurava focus groups from Claude — questions, polls, members, campaigns.

Lets Claude Code consult the Codex CLI for plans and images, as durable background jobs.

Carlytics VIN check io.github.Lyticscar/carlytics-vin-check

Decode a 17-character VIN to make, model and year, with a link to the full vehicle history report.

FX Reference Rates dev.workers.regnotes.fx-reference-rates/fx-reference-rates

ECB FX rates, cloud GPU and LLM API prices, World Bank country macro data; pay per call via x402

Articles, Newsletters & AI Models io.github.omarkhandji-commits/content-data

Medium articles, Substack posts, Civitai AI models and HelloFresh recipes with nutrition.

AI crawler checker: shows which page content GPTBot and ClaudeBot can't read without JavaScript.

Default-watch and pinning service com.textforagents/default-watch-pinning

Watches platforms for silent default-model changes, with signed attestations and session gating.

Dataceen com.dataceen/dataceen

Describe a business and get a running system: data model, API, MCP server, SDKs and a hosted app.

LLMKit io.github.OlsOls4/llmkit

Token counting, RAG chunking, truncation, HTML to Markdown and JSON repair

Rankli: AI search readiness io.rankli.www/ai-search-readiness

Checks if ChatGPT, Claude, Gemini and Perplexity can reach and read a website, with ranked fixes.

Coding agents (Claude Code, Codex) reach shared understanding: findings agreed, disputed or open.

Riffkit ai.riffkit/riffkit

Make short videos in Claude or ChatGPT: remake a winning TikTok, or change who or what is in yours.

Financial Portfolios AI ai.financial-portfolios/financial-portfolios-ai

Systematic model portfolios: allocations, holdings history, model-alignment arithmetic, research.

Local speaker-attributed transcription and meeting search for Apple Silicon. Audio stays on the Mac.

Stock research memory for Claude: theses, sourced claims and SEC filing alerts in a local graph

Local MCP server, eight music tools: OMR, transcription, theory and notation checks, convert.

YouTube MCP by InsightfulPipe com.insightfulpipe/youtube

Hosted YouTube MCP server for Claude, ChatGPT and Cursor, with each action switched per account.

Hookpost in.hookstep/hookpost

Draft and schedule social media posts on your connected channels from Claude or any MCP client.

In-memory concurrency leaky-bucket and fair semaphore guard protecting downstream LLM APIs from rate