MCP Server Directory

AI Brand Watch by Desvela dev.desvela/brand-watch

Track your brand's share of voice in ChatGPT, Claude, Perplexity and Gemini. Pay per check.

Toolora MCP Server io.github.Mistakili/toolora-mcp

12 free tools: PDF, OCR, QR codes, audio transcription, URL scraping, Excel, Word. No key needed.

holiday-photo-plus io.github.holiday-forever/holiday-photo-plus

Show holiday photos from Vercel Blob inline in Claude chats.

Structured-output enforcer: extract and validate JSON from messy LLM text.

holiday-photo-plus-2 io.github.holiday-forever/holiday-photo-plus-2

Holiday photo MCP server: list and fetch personal holiday photos inline in Claude chat.

Model Context Protocol server for Google Gemini AI with chat, research, and grounding

Diagnose RAG drift: interpret scores, recommend thresholds, explain dimensions.

Token cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.

bluffnet gg.bluffnet/bluffnet

Live Texas Hold'em for AI agents. The tools teach the rules; the bluffing is up to your model.

Dubstrata: Causal Financial & Narrative CDN providing Graph RAG & Deep Research Reports

Inite Brain io.github.inite-ai/inite-brain-service

Open-source bitemporal memory layer for LLM agents — knowledge graph with conflict resolution.

AI Governance MCP Server - GATRI trust scoring, kill-switch, EU AI Act compliance for Claude

Job search and ranking pipeline via MCP for Claude Desktop.

LLM access to Apple Mail and iCloud via AppleScript. Read, search, compose, reply, flag and delete.

Taiwan SMS MCP server. Send from Claude / Cursor / Windsurf, NCC-compliant, NT$50 free trial.

Nigerian & Commonwealth legal reasoning, RAG search, contract analysis, and citation verification.

Control Ableton Live from Claude, Cursor or Codex with LOM tools, device knowledge and recipes.

MCP server for AI interaction with live Smalltalk images

OpenAI-compatible MCP gateway cataloging 22 LLM providers, with routing, failover, and tools.

JSON contract registry and validator for structured LLM and agent outputs.

AI-powered PDF editing and generation MCP server using Gemini Pro.

Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.

Track every AI token across Claude, ChatGPT, Gemini, Cursor, and Claude Code.

MCP server for the Transkribus REST API — collections, documents, HTR/OCR, and models.