MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 4 hours, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39701 |
GitHub Support Assistant
Claim
Helps support engineers find similar GitHub issues to speed up troubleshooting …
|
— | ||||||||
| 39702 |
catalog-api
Claim
Agent-native product catalog: 300M+ products across US+SEA. Search, compare, de…
|
— | ||||||||
| 39703 |
Nexez Agentic Commerce
Claim
Find Nexez sellers, inspect offers, and validate checkout or negotiation before…
|
— | ||||||||
| 39704 |
Vidofy
Claim
Generate video, images, audio and speech with Vidofy — Veo 3.1, Kling 3.0, Flux…
|
— | ||||||||
| 39705 |
Paragraph MCP
Claim
MCP server that connects AI agents to your Paragraph publication, enabling post…
|
— | ||||||||
| 39706 |
eGain MCP Server
Claim
Enables AI clients to interact with eGain Knowledge, supporting portal browsing…
|
— | ||||||||
| 39707 |
Arch-Master MCP
Claim
Multi-stack scaffolding engine for generating production-ready module structure…
|
— | ||||||||
| 39708 |
spotify-mcp-server
Claim
Exposes Spotify controls as MCP tools for playback, playlist management, and AI…
|
— | ||||||||
| 39709 |
mpp32-mcp-server
Claim
Payment layer for AI agents. One MCP, five protocols, thousands of paid APIs yo…
|
— | ||||||||
| 39710 |
moltline-mcp
Claim
Bridge to Moltline Studio's hosted MCP servers: code review, agent governance, …
|
— | ||||||||
| 39711 |
obsidian-mcp
Claim
An MCP server that enables AI agents to read, search, write, and link notes in …
|
— | ||||||||
| 39712 |
|
— | ||||||||
| 39713 |
pid
Claim
|
— | ||||||||
| 39714 |
Enables appending content to Google Docs and creating Gmail drafts with interac…
|
— | ||||||||
| 39715 |
Create and manage Planform UML diagrams, nodes, and links. For VS Code and Curs…
|
— | ||||||||
| 39716 |
metatrader-mcp-server
Claim
Enables natural language management of MetaTrader 5 accounts, including checkin…
|
— | ||||||||
| 39717 |
obsidianMCP
Claim
Provides Claude with read, search, and write access to an Obsidian vault throug…
|
— | ||||||||
| 39718 |
GEOScore MCP Server
Claim
Enables scanning websites for AI search readiness, generating fixes like llms.t…
|
— | ||||||||
| 39719 |
Author and validate Calaf workspace seeds against the app's real importer. No a…
|
— | ||||||||
| 39720 |
WikidataMCP
Claim
Model Context Protocol for Wikidata
|
— | ||||||||
| 39721 |
AdmitBase Admissions
Claim
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, op…
|
— | ||||||||
| 39722 |
Hermes Blockchain Oracle
Claim
An MCP server that connects Hermes Agent to the Solana blockchain, enabling nat…
|
— | ||||||||
| 39723 |
Offers real-time stock prices, sector and historical analysis, top performers f…
|
— | ||||||||
| 39724 |
Emercoin swap
Claim
Keyless MCP exchanger for AI agents — pay an exact amount to one deposit addres…
|
— | ||||||||
| 39725 |
Hyperliquid MCP Server
Claim
MCP server for Hyperliquid perpetual DEX with 48 tools for trading, monitoring,…
|
— | ||||||||
| 39726 |
officialai-takedown
Claim
Enables capturing evidence, retrieving platform takedown processes, and draftin…
|
— | ||||||||
| 39727 |
Airtable MCP Server
Claim
Enables interaction with Airtable bases and tables, allowing schema inspection …
|
— | ||||||||
| 39728 |
Clover POS
Claim
Clover POS for a single merchant: sales, inventory, orders, customers (reads + …
|
— | ||||||||
| 39729 |
mcp-supabase
Claim
Enables interaction with Supabase databases, including listing tables, querying…
|
— | ||||||||
| 39730 |
bing-seo-mcp
Claim
Provides AI agents full access to Bing Webmaster Tools API for site management,…
|
— | ||||||||
| 39731 |
A flock of AI users tests your deployed app and reports where real people get s…
|
— | ||||||||
| 39732 |
adila-mcp
Claim
MCP server to manage Adila platform via natural language, enabling deploys, log…
|
— | ||||||||
| 39733 |
mcp-rule
Claim
MCP server for Rule.io marketing automation platform. Enables managing subscrib…
|
— | ||||||||
| 39734 |
MCP server for the Graphite Financial Knowledge Graph, enabling natural languag…
|
— | ||||||||
| 39735 |
spoken
Claim
Fetch published podcast transcripts as clean Markdown with real speaker names (…
|
— | ||||||||
| 39736 |
betting-brain-v3
Claim
Provides betting intelligence and analytics tools including exposure, CLV, shar…
|
— | ||||||||
| 39737 |
Norma by Quality Clouds
Claim
Checks AI-written code against your rules as it is written, and keeps a record …
|
— | ||||||||
| 39738 |
internet-context-mcp
Claim
A read-only MCP server that gives AI agents the web as compact, ranked, verifie…
|
— | ||||||||
| 39739 |
docs-rag-mcp
Claim
Searches local markdown files using TF-IDF retrieval and serves full documents …
|
— | ||||||||
| 39740 |
node-huckleberry-mcp
Claim
Huckleberry MCP server for Claude, Cursor, and other AI assistants. Query and l…
|
— | ||||||||
| 39741 |
Cerebro de compañía
Claim
Converts meetings, chats, and notes into reusable knowledge for a venture capit…
|
— | ||||||||
| 39742 |
garageband-llm-bridge
Claim
A local CLI and MCP server enabling an LLM to control GarageBand on macOS via A…
|
— | ||||||||
| 39743 |
termada
Claim
Reliable, transparent terminal runtime between AI agents and the shell (local +…
|
— | ||||||||
| 39744 |
mem0-mcp
Claim
A thin stdio MCP bridge to a self-hosted mem0 OSS server for agent memory, enab…
|
— | ||||||||
| 39745 |
Coreshub MCP Server
Claim
Enables interaction with the CoreHub cloud platform to manage containers, EPFS …
|
— | ||||||||
| 39746 |
Enables executing Python code, managing environments and packages, and performi…
|
— | ||||||||
| 39747 |
crossref
Claim
Search and retrieve scholarly metadata from the Crossref REST API
|
— | ||||||||
| 39748 |
Unofficial MCP server that provides GPT subagent tools using a ChatGPT subscrip…
|
— | ||||||||
| 39749 |
mcp-x402-pay
Claim
MCP server that pays x402-gated HTTP endpoints — fetch, and on a 402 authorize,…
|
— | ||||||||
| 39750 |
admtools
Claim
MCP server for managing domains, DNS records, email mailboxes, and billing on t…
|
— | ||||||||