MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53551 |
sg-company-lookup
Claim
Enables lookup of Singapore companies by UEN or name using ACRA's free open dat…
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| 53552 |
agent-runtime-mcp
Claim
Enables persistent task and goal management with AI-powered decomposition, cros…
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| 53553 |
A10 Guardian
Claim
MCP server that enables AI agents to manage A10 Networks DDoS mitigation device…
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| 53554 |
SportsQuant MCP Server
Claim
Provides AI agents with professional-grade tools for expected value calculation…
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| 53555 |
Airtable MCP Server
Claim
Enables AI assistants to retrieve records from Airtable bases by providing reco…
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| 53556 |
poke_discord
Claim
Enables interaction with Discord through natural language, including reading an…
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| 53557 |
Markdown rendering API for AI agents. Convert Markdown to fully styled HTML wit…
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| 53558 |
Enables interaction with Adobe Commerce Catalog Services to retrieve product va…
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| 53559 |
portal-mcp-server
Claim
Query onchain data across EVM, Solana, Bitcoin, Substrate, and Hyperliquid via …
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| 53560 |
mcp-novus-aevum
Claim
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| 53561 |
ibitlabs-mcp
Claim
iBitLabs live receipts: real balance, trades, shadow rules & saga from a $1k→$1…
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| 53562 |
Cerebrium Docs
Claim
Search the Cerebrium docs: deployment, cerebrium.toml, hardware, endpoints. Als…
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| 53563 |
VIGÍA HACCP MCP Server
Claim
Enables users to generate complete HACCP analyses enriched with real FDA recall…
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| 53564 |
obsidian-vault-mcp
Claim
Manages feature documentation and bug tracking inside an Obsidian vault, organi…
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| 53565 |
Provides instant access to Exa's neural search API documentation, code examples…
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| 53566 |
MCP server that enables an AI agent to display rich Markdown content on a physi…
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| 53567 |
multimodal-mcp
Claim
Gives any MCP client (OpenCode, Claude Code, Claude Desktop, Cursor, etc.) the …
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| 53568 |
ce-mcp
Claim
Enables AI agents to programmatically control Cheat Engine for memory scanning,…
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| 53569 |
evergreen-mcp-server
Claim
MCP server for MongoDB's Evergreen CI/CD platform, enabling AI assistants to ma…
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| 53570 |
mcp-server
Claim
Enables scraping and comparing LLM inference pricing from multiple providers us…
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| 53571 |
umami-mcp-server
Claim
An MCP server that gives Claude read access to Umami web analytics, allowing na…
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| 53572 |
mcp-bundesbank-de
Claim
Provides access to Deutsche Bundesbank (Germany's central bank) statistics via …
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| 53573 |
DRAIN-marketplace
Claim
Open marketplace for AI services — LLMs, image/video generation, web scraping, …
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| 53574 |
credo
Claim
An MCP server for held value beliefs — encrypted at rest, owned by the agent.
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| 53575 |
JauMemory MCP Server
Claim
Provides persistent memory capabilities for AI assistants, enabling storage, re…
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| 53576 |
A Linux-native MCP server that gives AI assistants direct access to DMA-based m…
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| 53577 |
context7-smithery-ai
Claim
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| 53578 |
AbletonMCP
Claim
Connects Claude AI to Ableton Live via the Model Context Protocol, enabling pro…
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| 53579 |
aletheia-mcp
Claim
Secure multi-agent runtime validation engine with Docker sandbox execution and …
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| 53580 |
Quant Research MCP
Claim
Paper-backed quant trading methods and a deterministic, no-LLM decision helper …
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| 53581 |
cor-mcp
Claim
Enables AI assistants to manage COR project management platform resources like …
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| 53582 |
Enables asking questions and performing semantic searches against an Inkeep kno…
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| 53583 |
httap
Claim
An MCP server that enables AI agents to intercept, inspect, and modify HTTP tra…
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| 53584 |
scoutdocs-mcp
Claim
MCP server that fetches and searches the latest stable documentation for any pa…
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| 53585 |
mev-history-mcp
Claim
Pay-per-call MCP server for EVM MEV history, offering sandwich check, MEV expos…
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| 53586 |
ChatGPT Apps MCP Server
Claim
Enables interactive React components to render inline in ChatGPT conversations,…
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| 53587 |
FrankKi
Claim
The agentic layer of letters. Agents send real printed mail worldwide, German c…
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| 53588 |
db-mcp
Claim
A secure MCP server for connecting AI assistants to MySQL, Redis, and MongoDB w…
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| 53589 |
regulatory-intel-mcp
Claim
US Federal Register for AI agents: rules, notices and executive orders. No API …
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| 53590 |
AI Furniture Hub
Claim
Millimeter-precision furniture & storage product data for AI agents. Search by …
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| 53591 |
spicedb-mcp-server
Claim
An MCP server that enables LLMs to interact with SpiceDB for permission managem…
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| 53592 |
openclaw-mcp-bridge
Claim
A smart bridge that aggregates multiple MCP servers under a single interface, p…
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| 53593 |
rapid7-mcp
Claim
A unified MCP server for Rapid7's security platform, exposing InsightVM (vulner…
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| 53594 |
Chamade
Claim
Voice and chat gateway for AI agents. Joins voice meetings and DMs on Discord, …
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| 53595 |
CleverTech
Claim
Canadian gov data for AI agents: property, permits, zoning, census, registry, D…
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| 53596 |
studieplus-mcp
Claim
MCP server that gives Claude Desktop access to school data from Studie+ (Danish…
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| 53597 |
Enables AI assistants to interact with FreeCAD for 3D modeling, macros, and deb…
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| 53598 |
jusbrasil-mcp
Claim
Search Brazilian jurisprudence on JusBrasil in natural language and retrieve fo…
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| 53599 |
meridian-mcp
Claim
Local-first compliance scanner for DPDPA 2023/2025, RBI FREE-AI, SEBI AI/ML & E…
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| 53600 |
vibefix-mcp
Claim
Your AI built it. It broke. Post the bug, a real developer fixes it.
VibeFix i…
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