MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52851 |
mcp-docs
Claim
MCP server for documentation search that automatically indexes web documentatio…
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| 52852 |
Magisterium MCP Server
Claim
Enables AI assistants to query the Magisterium API for authoritative Catholic C…
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| 52853 |
http-mcp
Claim
Enables LLMs to make HTTP requests with OAuth2, session cookies, retry logic, a…
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| 52854 |
Reflection MCP Server
Claim
Enables reflective thinking and memory storage with support for multiple AI pro…
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| 52855 |
mcp-harvard-art
Claim
Enables searching and retrieving details from the Harvard Art Museums collectio…
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| 52856 |
A high-performance, cross-platform MCP server for split-screen window managemen…
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| 52857 |
Axolot MCP Server
Claim
Enables AI assistants to interact with Axolot CMS for content, design tokens, m…
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| 52858 |
officialai-takedown
Claim
Enables capturing evidence, retrieving platform takedown processes, and draftin…
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| 52859 |
update-hijack-poc
Claim
PoC benign MCP server for update-hijack security research
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| 52860 |
Enables to search and retrieve chunks from a fictional library's documentation …
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| 52861 |
GEOScore MCP Server
Claim
Enables scanning websites for AI search readiness, generating fixes like llms.t…
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| 52862 |
x402-list-mcp
Claim
Enables AI agents to discover x402 payment services and query on-chain-verified…
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| 52863 |
Provides secure MySQL database access using credentials stored in 1Password, en…
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| 52864 |
Hyperliquid MCP Server
Claim
MCP server for Hyperliquid perpetual DEX with 48 tools for trading, monitoring,…
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| 52865 |
SansFiction
Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
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| 52866 |
openai-agents-sdk-mcp
Claim
Provides MCP tools to list and search OpenAI Agents SDK documentation, enabling…
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| 52867 |
ai-budget-planner
Claim
Cloudflare Workers MCP server: ai-budget-planner
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| 52868 |
Strapi Connector
Claim
Manage Strapi content and media from one place. Browse content types and compon…
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| 52869 |
WildberriesToolsMCP
Claim
MCP server for retrieving Wildberries product reviews and formatting them as JS…
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| 52870 |
memnant
Claim
Persistent memory MCP server that remembers decisions and context across coding…
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| 52871 |
FlexSim MCP Server
Claim
Controls FlexSim simulation engine via Model Context Protocol, enabling natural…
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| 52872 |
GMO Coin FX MCP Server
Claim
MCP server for GMO Coin FX trading, positions, executions, klines, and account …
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| 52873 |
Valta
Claim
Financial governance for AI agents — spend gates and audit trail exposed as MCP…
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| 52874 |
tools-server
Claim
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| 52875 |
EduChain MCP Server
Claim
Integrates with Claude Desktop to generate educational content such as multiple…
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| 52876 |
Obsidianki MCP Server
Claim
Generates flashcards from Obsidian notes using obsidianki, with support for not…
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| 52877 |
kanban
Claim
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| 52878 |
Enigma MCP Server
Claim
Offers MCP tools for managing a local AI memory vault, including remembering, s…
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| 52879 |
{GIN} verdict, M-Value AVM, market facts + semantic search for Moroccan real es…
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| 52880 |
Connects AI assistants like Claude and Gemini to Roblox Studio, enabling game s…
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| 52881 |
theHarvester MCP Server
Claim
Enables AI assistants to perform domain reconnaissance using theHarvester OSINT…
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| 52882 |
paean-pay-mcp
Claim
Enables AI agents to send and receive USDC stablecoin payments on Base and Sola…
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| 52883 |
Knowledge MCP
Claim
Automatically organizes and merges learned CS knowledge into a graph structure …
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| 52884 |
My Awesome MCP
Claim
A basic MCP server built with FastMCP framework that provides example tools inc…
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| 52885 |
fintablo-mcp
Claim
Read-only MCP server that computes financial answers, such as work-in-progress …
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| 52886 |
Enables retrieval of relevant context from Confluence pages using RAG and Chrom…
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| 52887 |
fitMCP
Claim
A multi-platform fitness MCP server that syncs data from Garmin, Strava, Google…
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| 52888 |
uiautomation-mcp
Claim
Enables AI assistants to inspect and automate Windows desktop UI elements by ex…
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| 52889 |
topgg-mcp
Claim
Enables AI assistants to manage Top.gg bot or server listings, including updati…
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| 52890 |
Enables querying health data from the Health Auto Export app on iPhone/iPad via…
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| 52891 |
Exposes CAD design tools (box, cylinder, shell, etc.) via MCP, allowing AI agen…
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| 52892 |
project-brain-mcp
Claim
An MCP server that provides CLI coding agents with persistent decision memory, …
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| 52893 |
Enables users to generate color palettes (complementary, analogous, triadic, et…
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| 52894 |
otel-mcp
Claim
MCP server that gives AI agents access to your application's OpenTelemetry trac…
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| 52895 |
hangang-code-graph
Claim
MCP server for indexing source code from repositories into a Neo4j graph databa…
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| 52896 |
MCP server for Terraform — automatically validates, secures, and estimates clou…
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| 52897 |
ocrmypdf-mcp
Claim
Exposes ocrmypdf as a single tool for OCR-ing scanned PDFs, with automatic PATH…
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| 52898 |
Codex Gemini Web Bridge
Claim
Enables Codex to interact with Gemini Web through browser automation, allowing …
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| 52899 |
Analyze LinkedIn & email outreach campaigns, track pipeline performance, and re…
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| 52900 |
erp-mcp
Claim
Exposes ERP data (production orders, inventory, BOM, customers) to any MCP clie…
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