MCP Server Quality Scores

Independent quality analysis of 43552 public MCP servers

43552
Discovered
29470
Scored
2111
Verified
16952
Complete

Last updated 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36151
ZeroTrueLCC
Enables detection of AI-generated content in text, images, video, and audio via…
36152
suhnion
molon Claim
N/A N/A 95
36153
janbruinier
MCP server for EU VAT compliance. Validate VAT numbers via VIES, look up VAT ra…
N/A N/A 95
36154
xiaobenyang-com
Log meals and instantly find calorie information for foods. Get a clear daily s…
N/A N/A 95
36155
enmanuelmag
Heimdall Claim
Transparent MCP proxy with OpenTelemetry tracing. Wrap any MCP server, persist …
36156
yansircc
mcp-wp Claim
A full control with your WP site
N/A N/A 95
36157
gapra
useVyre component context for AI agents — valid props, variants, anti-patterns,…
N/A N/A
36158
CSOAI-ORG
csv-tools-ai-mcp MCP server by MEOK AI Labs
N/A N/A
36159
musharna
Searches and fetches research datasets across Zenodo, DataCite (Dryad/Figshare/…
36160
philippesaade-wmde
WikidataMCP Claim
Model Context Protocol for Wikidata
N/A N/A 95
36161
xiaobenyang-com
quick-chart Claim
Create chart images and get instant shareable links. Customize chart types and …
N/A N/A 95
36162
Zazzles2908
Provides unified development tools including code analysis, debugging, refactor…
81
36163
pinecreeklabs
Collector-car auction history, live listings, bid trails, and market statistics…
36164
Kallows
A Python-based server allowing seamless integration with JIRA for managing and …
N/A N/A 95
36165
CSOAI-ORG
mortgage-calculator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
36166
mdyahhya
Public read-only MCP HTTP gateway for the Solapur software developers registry.
36167
joepangallo
Submit URLs to Google and Bing for indexing, scan sitemaps, check index status.
N/A N/A 95
36168
MoshPitLabs
An MCP server that enables interaction with Linear.app's API for issue tracking…
81
36169
A2ANet
A2A MCP Server Claim 1
An MCP server that enables Claude to interact with A2A-compatible agents by pro…
N/A N/A 95
36170
kupl
mcp-ex Claim
N/A N/A 95
36171
ybolduc
The world's first forensic FX audit MCP server. Detects hidden bank fees, undi…
N/A N/A
36172
tsfir
Gives Claude read-only access to EasyCS Learning Firebase data, enabling querie…
N/A N/A
36173
ai-jcce
Contexta Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
81
36174
keibai-hub
Japanese court-run real-estate auctions (BIT). 5 tools, ~1,480 active listings.…
36175
nikhil-bhat
Search coding challenge solutions by keyword and optionally filter by programmi…
N/A N/A 95
36176
neovasky
A GitHub integration for Claude Desktop that provides access to GitHub features…
81
36177
LaunchpadAI
An open source toolkit that converts 280+ integrations into MCP servers for use…
N/A N/A 95
36178
daleweaver1981
cockpit-mcp Claim
40 AI prompts + self-hosted ops dashboard for homelab and small-team sysadmins
N/A N/A
36179
CSOAI-ORG
git-helper-ai-mcp MCP server by MEOK AI Labs
N/A N/A
36180 N/A N/A 95
36181
ArcSelf
arc-security Claim
Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ finding…
N/A N/A 95
36182
rlymbur
A Model Context Protocol server that provides tools for accessing and managing …
81
36183
Stankye
Enables interaction with the AssemblyLine 4 malware analysis platform, allowing…
36184
jmendozaperez-godaddy
An MCP server implementation that enables generation of Google Ads content thro…
81
36185
GlobalFishingWatch
Access Global Fishing Watch data from any MCP-compatible AI assistant or termin…
36186
nexgendata-apify
Pulls from public H1B visa filings (Department of Labor LCA database) plus anci…
81
36187
QuantMLResearch
MCP server for A-share stock technical analysis and AI prediction, enabling LLM…
N/A N/A
36188
RishabhKodes
prexist Claim
Search across 9 platforms to find existing products similar to your idea.
N/A N/A 83
36189
nkootstra
MCP server that gives AI agents read/write access to your Things3 tasks via the…
36190
cdonoyan
shuka Claim
Universal trust attestation for AI agents. Create, verify, and negotiate trust …
N/A N/A 83
36191
appknox
MCP server for iOS automation via rpcclient, enabling AI agents to connect to i…
N/A N/A
36192
saya6k
Exposes the Wardrowbe wardrobe API as MCP tools, enabling outfit suggestions, i…
36193
edwardpwtsoi
Provides mathematical calculation capabilities using MathJS, enabling expressio…
36194
mcpsovereign
A two-sided marketplace that enables AI agents to buy and sell datasets, prompt…
81
36195
mcpland
mock-mcp Claim
Generates schema-compliant mock data from OpenAPI JSON Schema definitions using…
N/A N/A
36196
ahmedselimmansor-ctrl
Comprehensive MCP server for managing all IBM Cloud services, offering 180+ too…
36197
kevinmeyvaert
A reference server implementation for the Model Context Protocol that enables A…
81
36198
jacobpixleratgather
A Model Context Protocol server for Bitbucket Cloud that lets agents read pull …
N/A N/A
36199
shuji-bonji
Enables LLMs to search and retrieve Japanese laws from the e-Gov API v2, includ…
N/A N/A
36200
arcticgreyy
Enables Claude to access and analyze your paid media campaign data, team struct…
N/A N/A
Showing 36151–36200 of 43552 servers
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