MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49451
gqy20
crawl-mcp Claim
MCP server for web crawling, searching, and AI-powered content extraction, supp…
N/A N/A
49452
rohanmistry231
Claude-OS Claim
A concise Claude reference bundle for developers, covering commands, MCP server…
N/A N/A
49453
fsans
MCP server for FileMaker Server OData 4.01 API integration, enabling AI assista…
49454
yakumo123118
mumuai Claim
N/A N/A 95
49455
BillionVerify
Connects AI assistants to BillionVerify email verification via the Model Contex…
49456
niawjunior
Open Context Claim
AI context management for codebases – enables Claude Code to read, search, and …
49457
solatis
An MCP server that provides a flexible lens into directory structures and files…
N/A N/A
49458
yucx-go
Long-term memory for AI agents. Compiles conversations into a structured knowle…
N/A N/A
49459
ibarcarty
An MCP server for managing Google Drive, Docs, Sheets, and Slides with full rea…
49460
blackboxfoundry
livedatalink Claim
182 real-time data tools across 36 domains: sanctions, SEC, courts, finance, cy…
49461
iceleaf916
MCP server for Mingdao Worksheet API. Enables listing worksheets, querying reco…
49462
Regsorm
code-index Claim
Rust code index MCP server with native 1C:Enterprise (BSL) support. 25 tools. S…
N/A N/A
49463
manishpandey9
Security-hardened MCP server that gives AI assistants full control over your re…
N/A N/A
49464
blackwell-systems
knowing Claim
Content-addressed code graph with 22 MCP tools for AI agents.
N/A N/A
49465
lee30934-byte
A personal desktop automation MCP server providing tools for screen/mouse/keybo…
N/A N/A
49466
cherryaugusta
A Windows-first Python MCP server for Gmail that reads unread emails and create…
N/A N/A
49467 N/A N/A 95
49468
kamath
#docs Claim
A documentation MCP server, such that you can ask a question like: - "How do I…
N/A N/A 95
49469
bgauryy
Enables AI assistants to intelligently search and explore local file systems us…
N/A N/A 95
49470
mechatronic-solutions-llc
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
N/A N/A 95
49471
mfoster5303-1
Enables natural language trading operations for stocks, options, crypto, and po…
81
49472 N/A N/A 95
49473
cornelcroi
Enables users to ask questions about their spreadsheets in plain English and re…
N/A N/A 95
49474
achreftlili
Code Index Claim
SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.
N/A N/A
49475
6missedcalls
An MCP server that enables AI-driven on-chain interactions with the Zora Protoc…
49476
sergiocalvog
Provides translation and language detection tools to AI agents, processing text…
N/A N/A
49477 N/A N/A 95
49478
DrBaher
sign-cli Claim
Agent-first e-signature MCP server with offline PAdES signing and hash-chained …
N/A N/A
49479
LLZ7758
qizhuan Claim
N/A N/A 95
49480
ProjectAILiberation
tactus Claim
Content-agnostic control layer for intimate hardware; forwards Buttplug/Intifac…
N/A N/A
49481
JigsawStack
With our real time AI Translation, you can translate any text, & images convers…
N/A N/A 95
49482
Marckello
Enables AI assistants to interact with WooCommerce stores through 37 specialize…
81
49483
xiaobenyang-com
An Airbnb search desktop extension that offers advanced filtering features and …
N/A N/A 95
49484
machinemates-ai
MCP server for AI-powered research using Gemini. Provides fast grounded web sea…
49485
axel-belfort
Historical crypto OHLCV candle data API for AI agents. Daily, 4-hour, and 1-hou…
81
49486
frostyhand
Security gateway for AI agents: score tool calls, verify agent cards, enforce p…
49487
mike
test1 Claim
N/A N/A 95
49488
OpenCodice-Research
MCP server for searching and retrieving submissions, reviews, meta-reviews, reb…
49489
elouardyabderrahim
Provides system-specific metadata through a tool that returns data for a given …
49490
Mahender22
LegalMCP Claim
LegalMCP is a comprehensive US legal MCP server that enables AI assistants to s…
N/A N/A
49491
blasrodri
truth is a deterministic fact-checker for the claims an AI coding agent makes a…
N/A N/A
49492
developer2013
bricks-mcp Claim
Comprehensive MCP server for Bricks Builder with 100+ tools to manage pages, te…
N/A N/A
49493
Haruspex-guru
Haruspex Claim
MCP server exposing the Haruspex stock-analysis API, headline scores (0-100), s…
49494
Hiosdra
Fetches the latest version numbers for popular GitHub Actions from simonw/actio…
49495
bangslosan
wiki Claim
N/A N/A 95
49496
musen-lab
Provides an MCP interface to the ROBOT command-line tool for OWL ontology editi…
N/A N/A
49497
As-The-Geek-Learns
Repurpose content into Twitter threads, LinkedIn posts, Substack notes, email, …
N/A N/A 83
49498
datopian
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
49499
CSOAI-ORG
blockchain-ai-mcp MCP server by MEOK AI Labs
N/A N/A
49500
yeyuan98
BioMCP Claim
A high-performance MCP server that gives LLMs access to 25 biomedical tools fed…
Showing 49451–49500 of 50103 servers
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