MCP Server Quality Scores

Independent quality analysis of 48821 public MCP servers

48821
Discovered
29631
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48701
toddle-edu
A server that converts Figma designs into pseudo-code structures optimized for …
81
48702
Sean-Bravo
taxformatter Claim
Parse crypto CSVs and bank PDFs into clean transaction data for Koinly, TurboTa…
N/A N/A
48703
umbra2728
firegex-mcp Claim
MCP server that exposes Firegex — a CTF regex/proxy firewall — to LLM tooling l…
48704
joschi655
An MCP server that gives orchestrator agents fine-grained control over interact…
N/A N/A
48705
gyeongmin100
Enables querying South Korean stock disclosures, financial statements, and shar…
N/A N/A
48706
gzigurella
chromium-mcp Claim
MCP server for web fetching and automation using Chromium headless browser. Ena…
N/A N/A
48707
xun123456
jlink-mcp Claim
Enables AI assistants like Claude to directly debug microcontrollers via JLink,…
N/A N/A
48708
guptaprakhariitr
Enables package tracking across multiple carriers by auto-detecting the carrier…
48709
timjensgrossinger
switchyard Claim
Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.…
N/A N/A
48710
Heretek-RE
re-frida Claim
MCP server that wraps the Frida dynamic instrumentation toolkit, allowing users…
N/A N/A
48711
CSOAI-ORG
cqc-compliance-mcp for domiciliary opticians
N/A N/A
48712
mfoster5303-1
Enables natural language trading operations for stocks, options, crypto, and po…
81
48713 N/A N/A 95
48714
bgauryy
Enables AI assistants to intelligently search and explore local file systems us…
N/A N/A 95
48715
panenotgeor
# API Marketplace MCP Server Real-time product data from Amazon, eBay, Walmart…
81
48716
Nishant-Chaudhary5338
9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScri…
N/A N/A
48717
cornelcroi
Enables users to ask questions about their spreadsheets in plain English and re…
N/A N/A 95
48718
AutoRFP
AutoRFP.ai Claim
Search AutoRFP.ai projects, requirements, content library, and tags for Q&A and…
48719 N/A N/A 95
48720
megazear7
Turns structured content from a CMS into a static MCP server, enabling AI agent…
48721
le7-3609
Enables Claude to intelligently organize files by scanning folders, detecting d…
N/A N/A
48722
Noquarter6
Verify contractor licenses: 50 states + DC + 8 cities — status, expiration, dis…
83
48723
LLZ7758
qizhuan Claim
N/A N/A 95
48724
maximtitovich
An MCP server that integrates Azure DevOps with Cursor IDE, allowing Claude AI …
48725
FlowMCP
Enables remote MCP client connections with WorkOS AuthKit authentication and or…
81
48726
Marckello
Enables AI assistants to interact with WooCommerce stores through 37 specialize…
81
48727
xiaobenyang-com
An Airbnb search desktop extension that offers advanced filtering features and …
N/A N/A 95
48728
machinemates-ai
MCP server for AI-powered research using Gemini. Provides fast grounded web sea…
48729
h2-papers
PubMed molecular-hydrogen medical literature with delivery-aware safety notes i…
48730
keurcien
An MCP server for Claude Desktop that allows users to query data from selected …
N/A N/A 95
48731
D4D25A
PyPen MCP Claim
Enables LLM-powered browser automation and security testing with features like …
N/A N/A
48732
OpenCodice-Research
MCP server for searching and retrieving submissions, reviews, meta-reviews, reb…
48733
rrbanda
lol-mcp Claim
A FastMCP server that exposes REST API endpoints as Model Context Protocol tool…
81
48734
elouardyabderrahim
Provides system-specific metadata through a tool that returns data for a given …
48735
developer2013
bricks-mcp Claim
Comprehensive MCP server for Bricks Builder with 100+ tools to manage pages, te…
N/A N/A
48736
WingmanProtocol-Agent-Gateway
Register once, resume your whole self in one call. Real browser, deep research,…
48737
Mahender22
LegalMCP Claim
LegalMCP is a comprehensive US legal MCP server that enables AI assistants to s…
N/A N/A
48738
blasrodri
truth is a deterministic fact-checker for the claims an AI coding agent makes a…
N/A N/A
48739
Haruspex-guru
Haruspex Claim
MCP server exposing the Haruspex stock-analysis API, headline scores (0-100), s…
48740
Hiosdra
Fetches the latest version numbers for popular GitHub Actions from simonw/actio…
48741
Open-Scout
OnePager Claim
Create and publish one-pagers and boards for your organization. Upload images f…
N/A N/A 95
48742
musen-lab
Provides an MCP interface to the ROBOT command-line tool for OWL ontology editi…
N/A N/A
48743
bangslosan
wiki Claim
N/A N/A 95
48744
AsifKibria
Maintenance, recovery, and observability for Claude Code. CLI + MCP server + da…
N/A N/A
48745
Bigabou007-dev
An MCP server providing global soft-commodity data (cocoa, coffee, sugar, cotto…
48746
halisyilboga
simple_mcp Claim
An educational MCP server that teaches implementing the Model Context Protocol …
N/A N/A
48747
lveillard
Bidirectional chat bridge between Factorio and Claude Code via MCP protocol, en…
N/A N/A
48748 N/A N/A 95
48749
solanabughunter-glitch
opensearch-mcp-server-py is a Model Context Protocol (MCP) server for OpenSearc…
48750
colbyford
mcp-omics Claim
A Model Context Protocol server that enables retrieval of -omics data from sour…
Showing 48701–48750 of 48821 servers