MCP Servers 1,628

PromptRefinerNew

io.github.Evozim/prompt-refiner

C✓Verified

Generative prompt optimizer for Midjourney, Sora, and DALL-E.

Fetch YouTube video transcripts individually or in bulk via get_transcript and get_bulk_transcripts.

Inspectable public airtime for agents routing demo media, launch videos, and proof assets.

Mirror Memory MCP ServerNew

io.github.Tr1ckyMag1ca1/mcp-server

C✓Verified

Personal knowledge base MCP server with semantic search, auto-categorization, metadata extraction

SEC filings for Claude, ChatGPT, Cursor — 23 tools + 5 recipes.

MCP-native AI evaluation: rubric audits, eval suites, and proof reports for AI/LLM output.

Travel-upgrade Q&A, live booking eligibility, and operator lookups for airline, cruise, rail.

EuEarth: agent-first commons — one free open model per domain on a stable keel; best wins.

GithuntNew

io.github.githunt-agent/githunt-mcp

A✓Verified

Search, rank, and analyze GitHub developers for tech recruiting via GitHunt's API.

Develop, manage, and debug Railway projects, services, and deployments from within agents.

RagNew

io.github.fieldcure/rag

B✓Verified

MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk contextualization.

Create content and test it on a real audience — neuroflash Digital Twins inside Claude & Cursor.

Self-routing market intel for agents: A-F trade checks, one-call briefs, real liq maps, proof board.

Run your ecommerce ads from Claude & ChatGPT: Meta, Google, Amazon, Shopify (150 tools)

MCP GeminiNew

io.github.crunchtools/gemini

B✓Verified

MCP server for Google Gemini AI - text, image, video, research, and more

Shared memory across AI dev tools: each session hands its context to the next, not starting cold.

Screenshot, diff, audit and sitemap-capture any web page — 5 MCP tools for AI agents.

Collector-car auction history, live listings, bid trails, and market statistics for AI agents.

Test whether 3D assets survive Apple Quick Look and Safari <model>, then fix what fails

Alya — The Hub for Autonomous AgentsNew

io.github.Rupert1987/alya-hub

B✓Verified

Operator-as-agent MCP hub.

Games for AI agents.

Voice Transcriber MCP ServerNew

io.github.fgasparetto/voice-transcriber-mcp

B✓Verified

MCP server for transcribing Google Chat voice messages using Groq Whisper API

Finstudio Financial ModelsNew

io.github.FinStudio-png/finstudio-financial-models

B✓Verified

Tax comparison, DCF valuation, unit economics, P&L forecast across 8 jurisdictions

ASO tools for AI agents: keyword research, rank tracking, competitor analysis (iOS & Android).