MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40901
yuchi-chang
obsidian-mcp Claim
Wraps the Obsidian CLI to allow LLM agents to read/write notes, search, manage …
N/A N/A
40902
Yussefgafer
Enables comprehensive file and document operations including image compression,…
81
40903
mjjalfar
logic-mcp Claim
Executes advanced logic primitives and cognitive operations via MCP tools, with…
40904
mehmetbaykar
An MCP server that integrates with Poe's API to provide AI-powered search and r…
40905
KlausFreiberufler
MCP server that integrates DevFlow with AI code assistants to enforce structure…
40906
gabigabogabu
Enables email integration via IMAP and SMTP, allowing model assistants to read,…
40907
Anshumaan031
An MCP server that integrates Crawl4AI with Supabase to enable AI agents to cra…
40908
philippesaade-wmde
WikidataMCP Claim
Model Context Protocol for Wikidata
N/A N/A 95
40909
mdyahhya
Public read-only MCP HTTP gateway for the Solapur software developers registry.
40910
isabelayepes
Weather Claim
Get up-to-date forecasts and US severe weather alerts. Check conditions for any…
N/A N/A 95
40911
ai-jcce
Contexta Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
81
40912
darrentmorgan
Enables AI assistants to interact with Hostaway's property management platform …
81
40913
tabaldi98
bunge-ds-mcp Claim
MCP server that exposes the @bunge/ds-components design system catalog, allowin…
N/A N/A
40914
keibai-hub
Japanese court-run real-estate auctions (BIT). 5 tools, ~1,480 active listings.…
40915
restnfeel
digiloglabs Claim
digiloglabs mcp
N/A N/A 95
40916
cdonoyan
shuka Claim
Universal trust attestation for AI agents. Create, verify, and negotiate trust …
N/A N/A 83
40917
movias-eu
Query school vacation calendars for Belgium, Netherlands, and Luxembourg (2019-…
81
40918
DiegoNogueiraDev
A local MCP server for RAG memory, semantic search, and context optimization us…
N/A N/A 95
40919 N/A N/A 95
40920
field-ascend
Field Ascend Claim
Field Ascend is a multi-tenant field service management platform used by engine…
81
40921
tao-izm
devpulse-mcp Claim
Zero-config MCP server that gives AI coding assistants a real-time diagnostic s…
N/A N/A
40922
XiangXi011
Read-only MCP server for Alibaba Cloud MaxCompute, enabling safe querying of al…
40923
ibraheem4
Linear Claim
Interact with Linear's API for managing issues, projects, and teams.
N/A N/A 95
40924
xiangaoole
autoglm-mcp Claim
Enables AI agents to analyze and interact with Android phone screens via ADB, u…
N/A N/A
40925
nikopol666
Enables interaction with Mealie for managing recipes, meal plans, shopping list…
40926
cgauge
Validate and experiment with Model Context Protocol server implementations supp…
N/A N/A 95
40927
fibonex
AI-powered Fibonacci grid trading signals for crypto. Get real-time BULLISH/BEA…
81
40928
Raghvendra-Raghuvanshi
A Model Context Protocol server for browser automation using Selenium WebDriver…
N/A N/A
40929
DasClown
Pharmaceutical R\&D Pipeline Intelligence for AI Agents — Clinical trials, FDA …
40930
connectimtiazh
Gives AI agents persistent memory with bi-temporal tracking, automatically extr…
81
40931
perfectra1n
A Model Context Protocol (MCP) server for interacting with TriliumNext via its …
40932
Damilola-max
An MCP server that exposes Intercom tools to Claude Desktop and sends a daily s…
40933
kitepon-rgb
IP-MCP Claim
Enables natural language access to Japanese patent information through the JPO …
40934
macuse-app
macuse Claim
Bridges AI assistants with native macOS functionality through the Model Context…
N/A N/A 95
40935
oleksandr-cprime
abraxas93 Claim
N/A N/A 95
40936
AlephantAI
alephant-mcp Claim
Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 32…
N/A N/A
40937 N/A N/A 95
40938
aircodelabs
Grasp Claim
An open-source self-hosted browser agent that provides a dockerized browser env…
81
40939
GreenScreen410
InfluxDB-v1-MCP is a powerful Model Context Protocol (MCP) interface specifical…
40940
Winds-AI
Enables AI tools to interact with browsers for enhanced frontend development, p…
N/A N/A 95
40941
olivier-motium
x-ai-mcp Claim 1
An MCP server that integrates X (Twitter) API access with Grok-powered intellig…
81
40942
Aimino-Tech
Five-tier MCP server for lightning-fast HTML generation from AI agents. Assembl…
40943
longevity-genie
addgene-mcp Claim
MCP server for Addgene plasmid repository, enabling AI assistants to search, fi…
40944
JesKwek
BioOpenMCP Claim
BioOpenMCP enables users to run bioinformatics tools like FastQC, Cutadapt, and…
N/A N/A
40945
mnbro
Safe MCP server bootstrap for Outline Wiki providing connection validation, cap…
40946 N/A N/A 95
40947
sentice
Provides user balance information by connecting to a backend service through th…
81
40948
jbmurphy
Provides safe, controlled access to network and system diagnostic tools includi…
81
40949
anon-li
anon.li Claim
81
40950
emretheus
Search past Claude Code conversations. Local BM25 over JSONL with one-click cla…
N/A N/A
Showing 40901–40950 of 43459 servers
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