MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 1 hour, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54551 |
AgenticBI
Claim
Connect your business data to any MCP client. AgenticBI agents find the right d…
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| 54552 |
Telegram Bot MCP Server
Claim
Enables AI assistants to interact with the Telegram Bot API, supporting messagi…
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| 54553 |
Minecraft Document MCP
Claim
Enables AI assistants to search and retrieve content from the Chinese Minecraft…
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| 54554 |
Enables appending content to Google Docs and creating Gmail drafts with human-i…
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| 54555 |
WordPress MCP Server
Claim
Enables comprehensive management of WordPress sites including posts, users, med…
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| 54556 |
storybook-mcp
Claim
Integrates with a running Storybook instance to let AI-powered coding tools bro…
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| 54557 |
x402mcp
Claim
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| 54558 |
trip-planner-mcp
Claim
Enables AI agents to plan trips by searching flights, accommodations, and activ…
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| 54559 |
mcp-crew
Claim
Agent Personas for Claude. 10 tools, 8 personas, 3 workflows. Zero API cost.
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| 54560 |
jankins
Claim
Token-optimized Jenkins MCP server with smart log handling and failure triage f…
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| 54561 |
Leeroopedia MCP Server
Claim
MCP server that turns AI coding agents into ML/AI experts by providing best-pra…
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| 54562 |
x-crm
Claim
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| 54563 |
handoff-mcp
Claim
A remote MCP server that maintains project focus on a north star goal, enabling…
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| 54564 |
mcp-opensea
Claim
Enables querying NFT marketplace data from OpenSea's v2 API, including fetching…
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| 54565 |
kanban-lite
Claim
MCP server for AI agents to manage a lightweight kanban board stored as markdow…
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| 54566 |
My First MCP
Claim
A basic MCP server implementing a weather tool using Next.js and the Vercel MCP…
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| 54567 |
FalsifyLab Alpha
Claim
Live DeFi yield, HL vaults, SEC insider/8-K, macro tape, ETF flows, airdrops, P…
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| 54568 |
AI-Canvas MCP Server
Claim
Enables AI assistants to inspect, modify, export, and validate design documents…
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| 54569 |
MCP Job Toolkit
Claim
An MCP server that enables searching for jobs across Australian platforms (Seek…
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| 54570 |
mrmarket.ai
Claim
Analytical engine for US-listed equities: screens, rankings, and event studies …
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| 54571 |
mcp-searxng
Claim
Integrates SearXNG API to give AI assistants web search and URL reading capabil…
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| 54572 |
telegram-mcp-kit
Claim
Exposes the Telegram Bot API as tools for Claude Code or any MCP client, enabli…
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| 54573 |
knowmind
Claim
Knowledge graph & long-term memory for AI agents: recall, relations, store, sta…
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| 54574 |
vs-token-safer
Claim
Routes an AI coding agent's code search through an official language-server ind…
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| 54575 |
Alberta Tax Agent
Claim
An MCP server delivering Alberta tax accounting and law expertise, with 47 tool…
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| 54576 |
openunfurl
Claim
Zero-signup anonymous link-unfurl API. One GET returns clean JSON metadata for …
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| 54577 |
Sentimatix
Claim
Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search vi…
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| 54578 |
touchdesigner-mcp
Claim
MCP server that lets Claude drive a running TouchDesigner instance to create op…
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| 54579 |
inked
Claim
inked
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| 54580 |
agent-gamma (AgentGamma)
Claim
Here is a brief description of what our MCP server does:
Description
Project …
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| 54581 |
Cairo-Context-MCP
Claim
Enables semantic search across Cairo and Starknet documentation, providing AI a…
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| 54582 |
sendook-mcp
Claim
MCP server for Sendook - an AI email communication platform. Enables AI agents …
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| 54583 |
code-rag-mcp
Claim
Enables semantic search over codebases using natural language queries, returnin…
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| 54584 |
semrush-mcp
Claim
MCP server providing tools to access Semrush API data for domain analytics, key…
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| 54585 |
Giphy MCP Server
Claim
An MCP server that allows AI agents to search and retrieve GIFs using the Giphy…
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| 54586 |
spotify-mcp
Claim
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| 54587 |
tenant-mcp
Claim
Thin MCP server that proxies the personal Tenant service to Claude Desktop, ena…
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| 54588 |
chatgpt-codex-local-mcp
Claim
A secure MCP server that exposes local repository context to ChatGPT/Codex with…
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| 54589 |
electron-dev-bridge
Claim
Maps Electron app IPC handlers to MCP tools and provides 33 built-in CDP tools …
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| 54590 |
WP MCP Server
Claim
Hosted MCP server that bridges Claude.ai with one or more WordPress sites.
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| 54591 |
Mail MCP
Claim
An email assistant MCP server that enables mailbox operations such as listing f…
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| 54592 |
codex-bridge
Claim
MCP server that lets Claude Code ask GPT Codex for adversarial planning, code r…
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| 54593 |
An MCP server using Hono and Streamable HTTP, deployable to Cloudflare Workers,…
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| 54594 |
indico-mcp
Claim
MCP server for the Indico meeting agenda system, enabling AI agents to search e…
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| 54595 |
Notion MCP Server
Claim
Stateless MCP server exposing the full Notion API as 33 tools, enabling users t…
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| 54596 |
gr-scraper-mcp
Claim
Tracks live board game inventory on thegamerules.com by scraping the catalogue,…
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| 54597 |
mindkeeper-mcp
Claim
Captures ideas from conversations and organizes them into a persistent, hierarc…
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| 54598 |
Provides full read-write access to PostgreSQL databases with advanced transacti…
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| 54599 |
milky-file-search
Claim
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| 54600 |
symbolic_math_mcp
Claim
A standalone FastMCP server that validates symbolic math proof files in YAML fo…
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