MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30751
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31051
Utkarsh-kumar-singh
Enables AI assistants to interact with GitHub repositories via the REST API, su…
31052
pipeworx-io
Enables searching and querying Fulton County Open Data (Socrata) for datasets, …
31053
softvoyagers
linkmeta-api Claim
Free URL metadata extraction API (Open Graph, Twitter Cards, favicons, JSON-LD)…
95
31054
figfhgfgg
Enables Claude AI to automatically audit AWS cloud resource configurations, dia…
N/A N/A
31055
harrison
ai-counsel Claim
🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between A…
N/A N/A 95
31056
C-you-know
Enables AI assistants to discover, filter, and triage GitHub issues across repo…
31057
sikuai2333
vibe-guard Claim
MCP server that provides project guardrails including prior art research, proje…
N/A N/A
31058
fastmcp-me
flights-mcp Claim
An MCP server that provides flight search capabilities using the Aviasales API,…
31059
harish235
Connects Claude Desktop to any Kubernetes cluster, enabling natural language qu…
N/A N/A
31060
owenrumney
fitness-mcp Claim
A personal remote MCP server for fitness data that provides read-only tools to …
31061
omidsaffari
Inspect local video and audio files with ffprobe, returning structured metadata…
N/A N/A
31062
grooving6
discord-mcp Claim
Enables AI clients to manage Discord servers, including channels, messages, rol…
31063
cluesang
Controls a MyCobot280 robot arm through MCP tools, allowing joint angle manipul…
N/A N/A
31064
ehdgns1766
test-server Claim
N/A N/A 95
31065
qalvinahmad
Enables publishing Android apps to Samsung Galaxy Store and Huawei AppGallery d…
31066
AI financial agent: due diligence, SEC 10-K, Kelly Criterion. Pay-per-call via …
N/A N/A 81
31067
sachdev27
An MCP server for Dell Unity storage arrays that automatically generates tools …
31068
hieuluongxuan
A Model Context Protocol (MCP) server connecting AI agents to the Polygon block…
31069
wdelcant
invgate-mcp Claim
A read-only MCP server for InvGate Asset Management, enabling natural language …
31070
wasd9191
An MCP server that aggregates search results from Baidu, Bing, and Sogou withou…
31071
INOTECH-ecbiesek
sienge-mcp Claim
N/A N/A 95
31072
oliverames
Provides full Sprout Social API coverage for AI-powered social media management…
31073
muslus
gwas-mcp Claim
Enables AI-powered access to major biological databases for GWAS, protein, vari…
N/A N/A
31074
UjjwalKo
mcp-pypi Claim
An MCP server built with FastMCP that provides basic terminal abilities like ru…
N/A N/A
31075
barnburner121
Plugin Hub Claim
Single MCP server providing over 500 developer tools for Claude Code, covering …
31076
fastmcp-me
A unified MCP server for querying and managing multiple database types (Postgre…
31077
JavierDaimiel
Meta Ads MCP Claim
A Model Context Protocol server that lets AI assistants run your Meta Ads end t…
31078
StructuralWizard
A lightweight MCP server for linear-static structural analysis of bridges and b…
N/A N/A
31079
brief-md
brief-mcp Claim
MCP server for BRIEF.md that captures decisions, constraints, and questions dur…
N/A N/A
31080
ondrahracek
MCP server for ContextKeeper that enables AI assistants to read and modify cont…
N/A N/A
31081
Monkopedia
Turn your Android phone into an MCP server. AI assistants connect on demand, qu…
N/A N/A
31082
ggampp
sap-adt-ddic Claim
Enables querying and manipulating SAP ABAP/DDIC objects via ADT REST, including…
N/A N/A
31083
lieberweiss
A secure MCP server for database access via FastMCP, supporting SQLite, Postgre…
31084 N/A N/A 95
31085
quantidexyz
openllmc Claim
Unified MCP server exposing the full OpenLLM gateway API (one tool per operatio…
31086
pipeworx-io
MCP server for accessing Nager.Date public holidays data. It provides tools to …
31087
jpa012401
Enables AI agents to perform comprehensive web application testing including vi…
N/A N/A
31088
matematicsolutions
fi-eli-mcp Claim
Enables accessing Finnish legislation from the Finlex open-data API, listing st…
31089
sandriaas
Analyze Google Search Console performance with rich dimensions, advanced filter…
N/A N/A 95
31090
LeonTing1010
Tap Claim
Browser MCP for logged-in tasks. Uses your Chrome — credentials stay local. Zer…
N/A N/A 95
31091
sqllocks-arch
Provides full execution and management capabilities for Microsoft Fabric Data E…
81
31092
junter1989k-ai
Poland payments for AI agents — BLIK via Stripe. Never holds funds.
31093
NikkeTryHard
A high-performance MCP server for web fetching in Claude Code using Firecrawl b…
N/A N/A
31094
mananmodi-product
caelian Claim
Live competitive intelligence for B2B teams — signals, threat rankings, and rev…
N/A N/A 95
31095
junter1989k-ai
Nigeria FIRS/NRS MBS e-invoicing for AI agents - validate, sign, confirm invoic…
31096
axel-belfort
Hyperliquid whale tracking API for AI agents. Monitor the top 50 most profitabl…
81
31097
moxus
Enables interaction with Intervals.icu data, including activities, wellness, an…
31098
elliottlawson
mcp-sentry Claim
Enables AI assistants to retrieve and analyze Sentry issues, including error re…
31099
tkorkmazeth
A recoverable Firecrawl MCP server that adds payment lifecycle, idempotency, an…
31100
xiaoguangpan
Enables AI clients to directly control a real Chrome/Edge browser via a WebSock…
N/A N/A
Showing 31051–31100 of 64798 servers
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