MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55801
mazah81-gif
Greet people in multiple languages and perform quick math. Generate images from…
N/A N/A 95
55802
cognis-digital
promptpack Claim
Enables AI agents to scan codebases for prioritized findings (TODO, FIXME, XXX)…
N/A N/A
55803
bpweatherill
A local MCP server providing read-only access to documents like Word, PDF, Exce…
N/A N/A
55804
binarytechstaysol
WireTensors Claim
Neutral, verified AI tool reviews — search, compare and get recommendations acr…
55805
Cookie-Munch
Exposes the Cookie Munch Developer API as MCP tools, enabling AI assistants to …
55806
hupeng9995
browser-mcp Claim
A powerful MCP server for UI designers and developers to extract, analyze, and …
N/A N/A
55807
vtnhogg
Enables access to over 249 APIs through the Model Context Protocol, simplifying…
55808
goodandco
A minimal, production-ready MCP server running on AWS Lambda with Streamable HT…
55809
tomascupr
CodexMCP Claim
A FastMCP server that wraps OpenAI Codex CLI to provide AI-powered code generat…
N/A N/A
55810
RemseyMailjard
A minimal MCP server demo with tools for ping, addition, and fetching current U…
55811
tools-for-agents
lens Claim
Provides token-efficient code retrieval for coding agents by indexing repositor…
N/A N/A
55812
hrvoje0099
Official MCP server for Git Leaderboard rankings, profiles, streaks, and user c…
N/A N/A 95
55813
Tai-DT
Generates React Native/Expo UI components using AI, integrates with Claude Desk…
N/A N/A
55814
passingduck
sungdb-mcp Claim
FastMCP-based GDB debugging server for high-performance, stable debugging with …
N/A N/A
55815
ZentricProtocol
Prompt injection + PII detection for LLM apps and agent pipelines. Deterministi…
N/A N/A
55816
rejifald
Search and read the StitchAPI docs: search_docs finds relevant sections, get_do…
55817
archis17
Enables AI assistants to interact with local Git repositories for operations li…
N/A N/A 95
55818
JuhongPark
Local MCP voice coach with English pronunciation, grammar, and fluency feedback.
N/A N/A
55819
yashwitam
MCP Server Claim 1
An MCP server that provides document management capabilities including reading,…
N/A N/A 95
55820
Destiner
faucet-mcp Claim
Enables a coding agent to request small dev funds (ETH/WETH/USDC/USDT) from a p…
N/A N/A
55821
hhannis
Enables querying US compliance regulations including HIPAA, CCPA, SOX, and more…
N/A N/A
55822
EgorKurito
MCP server for Apple Calendar via native EventKit API with proper recurring eve…
N/A N/A
55823
BinayPrad
adobe-custom Claim
Enables Adobe Experience Platform and AEM content operations through a shared t…
N/A N/A
55824
access
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
81
55825
npow
Provides real-time Stripe subscription analytics including MRR, churn, failed p…
55826
algolayer
mapsi-mcp Claim
Geocoding, routing, isochrone, H3, elevation and 13 more geospatial tools via O…
N/A N/A
55827
glommer
cachebro Claim
Provides file caching and diff tracking for AI coding agents, reducing token us…
N/A N/A
55828
CIII-glitch
Enables users to search and discover over 500 AI agent endpoints and x402 APIs …
81
55829
Sorsa-io
sorsa-mcp Claim
MCP server for the Sorsa.io X/Twitter data API
N/A N/A
55830
getappniche
mcp Claim
Live App Store & Google Play data for AI agents: app discovery, ASO keywords, r…
55831
belexgo
LexGO Jobs Claim
Live Belgian and Luxembourg legal jobs. Unauthenticated. Send candidates to cli…
55832
PrismAero
Provides enterprise-grade persistent memory for AI assistants with complete off…
N/A N/A 95
55833
JeffreyRuder
weather-mcp Claim
Provides current weather information by combining geocoding and weather data AP…
N/A N/A
55834
NovadaLabs
Residential proxy MCP for AI agents — geo-targeting, sticky sessions, anti-bot …
N/A N/A 83
55835
bgauryy
Enables AI assistants to intelligently search and explore local file systems us…
N/A N/A 95
55836
beach55607-max
Provides long-term memory for AI coding agents, enabling them to remember, sear…
55837
kratsg
rucio-mcp Claim
An MCP server that exposes Rucio distributed data management operations as tool…
55838
raeseoklee
artifacty Claim
A local, agent-to-agent artifact exchange for LLM workflows. Enables MCP-capabl…
N/A N/A
55839
gzileni
Implements the Model Context Protocol for managing, ingesting, and querying str…
N/A N/A
55840
Gunsmith-Academy
woody-mcp Claim
Woody, the AI firearms expert. Verified specs, legal lookups, and knowledge bas…
N/A N/A
55841
ohneben
Enables AI assistants to interact with Anytype knowledge base via natural langu…
N/A N/A
55842
bughide011
test111
N/A N/A 95
55843
FabianBartschDatenanalyse
Sozio Business is a standalone local MCP server for combining private company d…
N/A N/A
55844
olartgabo
mcpUPB Claim
MCP server that turns UPB Virtual (Moodle) into a structured knowledge source, …
55845
GreXLin85
Enables Claude Code to persist and retrieve project memory across sessions, inc…
N/A N/A
55846
Dorkside
Enables SEO auditing and site analysis by crawling websites, identifying issues…
N/A N/A
55847
LucasSantana-Dev
Enables managing Google Ads campaigns through an AI assistant with read-only re…
N/A N/A
55848
Ellweb3
uruguay-mcp Claim
Enables AI agents to query Uruguay's open government data from multiple sources…
55849
Lorwy
yuque-mcp Claim
A Model Context Protocol service that enables AI agents to securely access and …
N/A N/A
55850
eucomplyhub
MCP server for EU AI Act compliance classification with multi-jurisdiction over…
N/A N/A
Showing 55801–55850 of 67286 servers