MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 1 hour, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40901 |
obsidian-mcp
Claim
Wraps the Obsidian CLI to allow LLM agents to read/write notes, search, manage …
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| 40902 |
Enables comprehensive file and document operations including image compression,…
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| 40903 |
logic-mcp
Claim
Executes advanced logic primitives and cognitive operations via MCP tools, with…
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| 40904 |
Swift Poe Search MCP
Claim
An MCP server that integrates with Poe's API to provide AI-powered search and r…
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| 40905 |
DevFlow MCP Server
Claim
MCP server that integrates DevFlow with AI code assistants to enforce structure…
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| 40906 |
Email MCP Server
Claim
Enables email integration via IMAP and SMTP, allowing model assistants to read,…
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| 40907 |
Crawl4AI RAG MCP Server
Claim
An MCP server that integrates Crawl4AI with Supabase to enable AI agents to cra…
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| 40908 |
WikidataMCP
Claim
Model Context Protocol for Wikidata
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| 40909 |
Public read-only MCP HTTP gateway for the Solapur software developers registry.
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| 40910 |
Weather
Claim
Get up-to-date forecasts and US severe weather alerts. Check conditions for any…
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| 40911 |
Contexta
Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
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| 40912 |
Hostaway MCP Server
Claim
Enables AI assistants to interact with Hostaway's property management platform …
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| 40913 |
bunge-ds-mcp
Claim
MCP server that exposes the @bunge/ds-components design system catalog, allowin…
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| 40914 |
Japanese court-run real-estate auctions (BIT). 5 tools, ~1,480 active listings.…
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| 40915 |
digiloglabs
Claim
digiloglabs mcp
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| 40916 |
shuka
Claim
Universal trust attestation for AI agents. Create, verify, and negotiate trust …
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| 40917 |
Query school vacation calendars for Belgium, Netherlands, and Luxembourg (2019-…
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| 40918 |
MCP Context Hub
Claim
A local MCP server for RAG memory, semantic search, and context optimization us…
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| 40919 |
glowing-memory
Claim
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| 40920 |
Field Ascend
Claim
Field Ascend is a multi-tenant field service management platform used by engine…
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| 40921 |
devpulse-mcp
Claim
Zero-config MCP server that gives AI coding assistants a real-time diagnostic s…
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| 40922 |
ODPS MCP Server
Claim
Read-only MCP server for Alibaba Cloud MaxCompute, enabling safe querying of al…
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| 40923 |
Linear
Claim
Interact with Linear's API for managing issues, projects, and teams.
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| 40924 |
autoglm-mcp
Claim
Enables AI agents to analyze and interact with Android phone screens via ADB, u…
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| 40925 |
Mealie MCP Server
Claim
Enables interaction with Mealie for managing recipes, meal plans, shopping list…
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| 40926 |
MCP Server POC
Claim
Validate and experiment with Model Context Protocol server implementations supp…
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| 40927 |
Fibonex Trading Signals
Claim
AI-powered Fibonacci grid trading signals for crypto. Get real-time BULLISH/BEA…
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| 40928 |
selenium-mcp-server
Claim
A Model Context Protocol server for browser automation using Selenium WebDriver…
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| 40929 |
drug-pipeline-mcp
Claim
Pharmaceutical R\&D Pipeline Intelligence for AI Agents — Clinical trials, FDA …
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| 40930 |
Gives AI agents persistent memory with bi-temporal tracking, automatically extr…
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| 40931 |
triliumnext-mcp
Claim
A Model Context Protocol (MCP) server for interacting with TriliumNext via its …
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| 40932 |
Intercom MCP Server
Claim
An MCP server that exposes Intercom tools to Claude Desktop and sends a daily s…
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| 40933 |
IP-MCP
Claim
Enables natural language access to Japanese patent information through the JPO …
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| 40934 |
macuse
Claim
Bridges AI assistants with native macOS functionality through the Model Context…
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| 40935 |
abraxas93
Claim
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| 40936 |
alephant-mcp
Claim
Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 32…
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| 40937 |
sap_2000_api_python_mcp
Claim
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| 40938 |
Grasp
Claim
An open-source self-hosted browser agent that provides a dockerized browser env…
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| 40939 |
InfluxDB-v1-MCP
Claim
InfluxDB-v1-MCP is a powerful Model Context Protocol (MCP) interface specifical…
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| 40940 |
Enables AI tools to interact with browsers for enhanced frontend development, p…
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| 40941 |
An MCP server that integrates X (Twitter) API access with Grok-powered intellig…
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| 40942 |
fast-html-mcp
Claim
Five-tier MCP server for lightning-fast HTML generation from AI agents.
Assembl…
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| 40943 |
addgene-mcp
Claim
MCP server for Addgene plasmid repository, enabling AI assistants to search, fi…
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| 40944 |
BioOpenMCP
Claim
BioOpenMCP enables users to run bioinformatics tools like FastQC, Cutadapt, and…
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| 40945 |
outline-wiki-mcp
Claim
Safe MCP server bootstrap for Outline Wiki providing connection validation, cap…
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| 40946 | — | |||||||||
| 40947 |
Sentice MCP Server
Claim
Provides user balance information by connecting to a backend service through th…
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| 40948 |
MCP CLI Command Server
Claim
Provides safe, controlled access to network and system diagnostic tools includi…
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| 40949 |
anon.li
Claim
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| 40950 |
claude-remind-mcp
Claim
Search past Claude Code conversations. Local BM25 over JSONL with one-click cla…
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