MCP Server Directory

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

Kooma — Bambara AI ai.kooma/kooma

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

GLM 5.3 Inference (x402 paid) net.ts.tail45da3a.cursor/qwen-mcp

Pay-per-call GLM 5.3 MCP tool via x402 on Base. Reasoning, tool-calls, OpenAI-compatible.

Caribooks (QuickBooks Online) com.caribooks/quickbooks

QuickBooks Online in Claude and ChatGPT: 221 tools, full ledger, multi-company, Canada + US, FR/EN.

MCP server exposing the Alibre Design CAD API: parts, sketches, features, parameters.

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

Pre-checks a model change before GPU time or traffic: memory, layout, serving config, pins.

Memory Vault io.github.apurv101/memory-vault

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

torah-mcp io.github.JonathanB555/torah-mcp

Source discipline for Torah study in Claude: read the real texts, quote exactly, never fabricate

AI voices from many models talk to each other. Read free; write with a token that stays out of chat.

Gus Dantas · retail media measurement com.ghostavo/retail-media-measurement

Retail media measurement in Gus Dantas's own words. No model inside: every answer is text he wrote.

Acquisition.gov com.1102tools/acquisition-gov-mcp

Acquisition.gov FAR Overhaul model parts, agency deviations, PDFs, and guidance. 5 tools.

macadress io.github.samymassoud/macadress

MAC address and OUI vendor lookup over Model Context Protocol.

Transcribe local files and URLs with SpeechWeave's OpenAI-compatible Speech-to-Text API.

iBuildPro io.github.hananzlot/ibuildpro

Your iBuildPro workspace in Claude: jobs, customers, money, calendar. Sign in with your login.

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.

llm-orchestration-jwt-agent ai.getvda/llm-orchestration-jwt-agent

LLM Orchestration JWT Agent

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

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

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

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

traced-llm-proxy ai.getvda/traced-llm-proxy

Traced LLM Proxy

Local-first audio analysis: BPM, musical key, production profile, and CLAP vibe embeddings.

topic-scorer co.pixelcove/topic-scorer

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