MCP Server Directory

AlphaPortal school-bus transportation for Claude — students, stops, live bus location, notifications

topic-scorer co.pixelcove/topic-scorer

Score pages against 11,485 public taxonomy categories by embedding similarity. Free.

lintlab PDF To Markdown io.github.lintlab/pdf-to-markdown

Convert PDF URLs to clean Markdown and text for RAG and LLM input. Pay per PDF on Apify.

Kooma — Bambara AI ai.kooma/kooma

Bambara AI over MCP: text-to-speech, transcription and translation (Bamanankan + more).

nice to have app.nicetohave/kits

Find ready-made build kits for Claude Code and Codex: slides, LINE stickers, pixel art, games.

ABAP development from Claude and other MCP hosts: source, transports, tests, ATC, debugger

oneda com.freeelatech/oneda

Persistent, governed institutional memory for Claude Code — specs, decisions, learnings.

Give Claude complete understanding of your software project.

mcp-cricket io.github.asaraog/mcp-cricket

Live cricket incl. US Minor League, Kalshi prices, and a win model fitted on 10,847 matches.

mcp com.unifically/mcp

One API for 100+ AI video, image, music and speech models.

RiverScript com.riverscript/mcp

MCP server for RiverScript, an AI transcription platform - fetches transcripts shared via a link.

Memory Vault io.github.apurv101/memory-vault

Portable AI memory shared across models and harnesses - plain markdown you own.

Execute cost-optimal-model-selector-mcp io.github.Evozim/cost-optimal-model-selector-mcp

Premium agentic endpoint for cost-optimal-model-selector-mcp.

Probes vector-database endpoints for unauthenticated exposure of embeddings/RAG data

Cut LLM agent token use in Claude Code, Cursor, Codex, Gemini CLI. Local, no API key. gAI Ventures.

C4C: Mortgage Industry Regulations com.claudeforcompliance/mortgage-regs

Verbatim U.S. mortgage regulatory text with citations and effective dates. Read-only, no sign-in.

Unpaged io.unpaged/mcp

Whiteboard where any shape opens into another canvas. Claude Code plugin renders plans on it.

Wraps local Ollama models so bulk generation runs on your own hardware, not a paid API.

Statistical regression testing for LLM agents: p-value, effect size, and CI on behavior change.

saymetry com.saymetry/saymetry

Measure what ChatGPT, Claude, Gemini and 4 more AI engines say about any business. No auth.

Outside-in validation gate for AI-generated text; a separate model checks LLM output, fail-closed.

Relays messages between two Claude Code sessions on different machines using the Channels API

Sends the same prompt to multiple LLM providers in parallel and returns a divergence score via MCP.

Penny ai.mypenny/mypenny

Portable AI memory you own. Keep memories and notes across Claude, ChatGPT, and other AI tools.