MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 2 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41601 |
octen-mcp
Claim
URL to LLM-ready markdown — plus per-page category, page_structure, and query-d…
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| 41602 |
mcp-llm-bridge
Claim
Centralized encrypted gateway that routes requests to 11+ LLM providers (API ke…
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| 41603 |
OpenAPI MCP Server
Claim
Dynamically creates an MCP server from any OpenAPI schema, enabling seamless in…
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| 41604 |
contextkeeper
Claim
Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini,…
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| 41605 |
autonomad-travel
Claim
AI travel agent over MCP — live flights, hotels, activities, and events worldwi…
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| 41606 |
Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find a…
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| 41607 |
Extended Mind
Claim
A single MCP server that gives Claude, ChatGPT, Codex, and any MCP-compatible A…
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| 41608 |
cco-mcp
Claim
Real-time audit and approval system for Claude Code tool calls, enabling monito…
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| 41609 |
TrustBench
Claim
x402 provider rankings + Ed25519-signed payment receipts + signature verificati…
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| 41610 |
Unterm
Claim
The terminal AI agents can drive: a cross-platform desktop terminal (macOS/Linu…
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| 41611 |
Word Is Bond
Claim
Test the voice agents you run: scored transcripts, pass/fail verdicts, latency …
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| 41612 |
Algo-MCP
Claim
Render live algorithmic visualizations directly in your AI chats via MCP.
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| 41613 |
WHOOP MCP Server
Claim
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
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| 41614 |
aivectormemory
Claim
Gives AI coding assistants cross-session persistent memory with semantic search…
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| 41615 |
finance-mcp
Claim
A read-only MCP server for stock quotes, Coinbase prices, and Polymarket market…
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| 41616 |
Enables developers to build Base mini apps from start to finish with 10 special…
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| 41617 |
Post For Me MCP Server
Claim
Enables AI assistants to interact with the Post For Me API, allowing them to ex…
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| 41618 |
MCP Bridge
Claim
Converts existing HTTP operations and cURL commands into structured, local-firs…
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| 41619 |
SWLC MCP Server
Claim
A lottery information query service for the Shanghai region that provides winni…
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| 41620 |
seo-mcp
Claim
Six tools for SEO and AI-readability audits. 91 checks, 11 score modules.
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| 41621 |
Kakao Keyword Ads MCP
Claim
Enables querying and analysis of Kakao Keyword Ads data, including campaigns, a…
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| 41622 |
Transforms Claude into a production-grade pair programmer by orchestrating best…
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| 41623 |
owasp-agentic-mcp
Claim
owasp-agentic-mcp MCP server by MEOK AI Labs
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| 41624 |
openmarkets
Claim
A Model Context Protocol (MCP) server for agentic retrieval of financial data f…
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| 41625 |
emoncms-mcp-server
Claim
MCP server for EmonCMS energy monitoring API, enabling AI assistants to query e…
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| 41626 |
UltraMemory
Claim
Cross-tool memory for your AI that recalls first every turn and admits when it …
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| 41627 |
hypernym-mcp-server
Claim
MCP server providing semantic text analysis and compression tools via Hypernym …
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| 41628 |
emovi-mcp
Claim
MCP server for the ESRU-EMOVI 2023 social mobility survey in Mexico. Enables AI…
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| 41629 |
vet
Claim
Discover and vet MCP servers: search 200K+ AI tools with security verification …
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| 41630 |
IBKR Portfolio Builder
Claim
Top-down IBKR research: 468 typed screeners tagged by strategy intent, news, ac…
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| 41631 |
claw-site
Claim
A Python MCP server that extracts URLs, page content (with browser rendering fa…
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| 41632 |
UpworkBridge
Claim
A Model Context Protocol (MCP) server that connects AI coding assistants and ag…
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| 41633 |
Spring Boot MCP 服务器(示例占位描述),通过 GHCR 以 OCI 镜像发布至 MCP Registry。
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| 41634 |
Discord MCP Server
Claim
Enables AI models to send plain text messages, formatted release announcements,…
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| 41635 |
Provides access to the Library of Congress (loc.gov) data, enabling AI agents t…
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| 41636 |
claude-mem-lite
Claim
Persistent long-term memory for Claude Code via MCP — captures coding decisions…
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| 41637 |
gopluto-ai-mcp
Claim
AI assistants are powerful, but sometimes you still need the human touch — a re…
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| 41638 |
mcp-server-corpayone
Claim
Enables managing Corpay One accounts-payable workflows including expense listin…
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| 41639 |
xuanxue-bazi-matching
Claim
Deterministic Chinese divination APIs (BaZi/QiMen/ZiWei/MeiHua/LiuYao/LiuRen) x…
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| 41640 |
Deploys a Model Context Protocol server on Cloudflare Workers that enables AI m…
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| 41641 |
musescore-mcp
Claim
MuseScore for Claude — search sheet music and read score metadata via your sign…
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| 41642 |
mcp-agent-proxy
Claim
An MCP server that acts as a proxy to connect MCP clients to agent frameworks l…
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| 41643 |
Build, solve, and analyze RASON optimization, simulation, data science, and dec…
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| 41644 |
nodeflare-mcp
Claim
Blockchain JSON-RPC on 23 EVM chains for AI agents - free tier, API key, or x40…
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| 41645 |
MCP server for EU VAT compliance. Validate VAT numbers via VIES, look up VAT ra…
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| 41646 |
powerbi-mcp-proxy
Claim
A self-hosted MCP server that proxies MCP clients to Power BI, using your own E…
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| 41647 |
GitHub MCP Server
Claim
Enables GitHub API integration via MCP, allowing search, repository details, fi…
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| 41648 |
Institutional-grade quantitative stock analysis and research signals for AI age…
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| 41649 |
Read-only trading hours for 30 stock exchanges — open now, next open, holidays,…
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| 41650 |
thinchain
Claim
MCP server that sanitizes bad broker data and compresses options chains 95% for…
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