MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32351
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64751
troulin-a11y
Search 184,900 swim spots, conditions, water activities, providers and guides w…
64752
barrersoftware
Extends GitHub Copilot CLI with community plugins via MCP proxy, enabling plugi…
N/A N/A
64753
AndresNinou
A simple demonstration MCP server that provides basic greeting functionality an…
N/A N/A 95
64754
OrigoZero
Build, run and publish 3D games in the Zero engine from Claude Code, Cursor or …
64755
darcycui
A Python-based MCP server that predicts tomorrow's weather. It can be used remo…
N/A N/A
64756
yathboss
Exposes The Vibe Coder's Web Design Guide as tools for AI agents, enabling look…
N/A N/A
64757
jmagar
Apprise RMCP Claim
Rust MCP server and CLI for Apprise notification fan-out across dozens of deliv…
N/A N/A
64758
moonlybox
Personal knowledge MCP: capture bookmarks, notes & todos by chat; archive pages…
64759
cognis-digital
promptpack Claim
Enables AI agents to scan codebases for prioritized findings (TODO, FIXME, XXX)…
N/A N/A
64760
mazah81-gif
Greet people in multiple languages and perform quick math. Generate images from…
N/A N/A 95
64761
Tatastu-Labs
proof Claim
Stamp content with permanent, verifiable provenance. Hash locally, verify free …
64762
Sivaranjani-Jawaharlal
A general-purpose MySQL MCP server that enables safe SQL operations through sch…
N/A N/A
64763
aidenappl
lattice-mcp Claim
MCP server for the Lattice container orchestration platform, enabling Claude Co…
64764
I create PDF documents from markdown, preview, then generate a downloadable file
67
64765
binarytechstaysol
WireTensors Claim
Neutral, verified AI tool reviews — search, compare and get recommendations acr…
64766
vtnhogg
Enables access to over 249 APIs through the Model Context Protocol, simplifying…
64767
hupeng9995
browser-mcp Claim
A powerful MCP server for UI designers and developers to extract, analyze, and …
N/A N/A
64768
bbeksh
MCPpedia Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
81
64769
Cookie-Munch
Exposes the Cookie Munch Developer API as MCP tools, enabling AI assistants to …
64770
bpweatherill
A local MCP server providing read-only access to documents like Word, PDF, Exce…
N/A N/A
64771
tomascupr
CodexMCP Claim
A FastMCP server that wraps OpenAI Codex CLI to provide AI-powered code generat…
N/A N/A
64772
goodandco
A minimal, production-ready MCP server running on AWS Lambda with Streamable HT…
64773
ZentricProtocol
Prompt injection + PII detection for LLM apps and agent pipelines. Deterministi…
N/A N/A
64774
Tai-DT
Generates React Native/Expo UI components using AI, integrates with Claude Desk…
N/A N/A
64775
passingduck
sungdb-mcp Claim
FastMCP-based GDB debugging server for high-performance, stable debugging with …
N/A N/A
64776
tools-for-agents
lens Claim
Provides token-efficient code retrieval for coding agents by indexing repositor…
N/A N/A
64777
hrvoje0099
Official MCP server for Git Leaderboard rankings, profiles, streaks, and user c…
N/A N/A 95
64778
RemseyMailjard
A minimal MCP server demo with tools for ping, addition, and fetching current U…
64779
zypin-testing
Zypin MCP Claim
A lightweight MCP server for browser automation using Playwright with essential…
N/A N/A 95
64780
hhannis
Enables querying US compliance regulations including HIPAA, CCPA, SOX, and more…
N/A N/A
64781
BinayPrad
adobe-custom Claim
Enables Adobe Experience Platform and AEM content operations through a shared t…
N/A N/A
64782
access
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
81
64783
Destiner
faucet-mcp Claim
Enables a coding agent to request small dev funds (ETH/WETH/USDC/USDT) from a p…
N/A N/A
64784
JuhongPark
Local MCP voice coach with English pronunciation, grammar, and fluency feedback.
N/A N/A
64785
yashwitam
MCP Server Claim 1
An MCP server that provides document management capabilities including reading,…
N/A N/A 95
64786
EgorKurito
MCP server for Apple Calendar via native EventKit API with proper recurring eve…
N/A N/A
64787
I do everything related to Google Blogger content
67
64788
npow
Provides real-time Stripe subscription analytics including MRR, churn, failed p…
64789
glommer
cachebro Claim
Provides file caching and diff tracking for AI coding agents, reducing token us…
N/A N/A
64790
algolayer
mapsi-mcp Claim
Geocoding, routing, isochrone, H3, elevation and 13 more geospatial tools via O…
N/A N/A
64791
CIII-glitch
Enables users to search and discover over 500 AI agent endpoints and x402 APIs …
81
64792
getappniche
mcp Claim
Live App Store & Google Play data for AI agents: app discovery, ASO keywords, r…
64793
belexgo
LexGO Jobs Claim
Live Belgian and Luxembourg legal jobs. Unauthenticated. Send candidates to cli…
64794
Sorsa-io
sorsa-mcp Claim
MCP server for the Sorsa.io X/Twitter data API
N/A N/A
64795
netclaus
oroute Claim
Auto-route AI requests to 13 models (Claude, GPT, Gemini, Qwen, DeepSeek). 57% …
N/A N/A 83
64796
PrismAero
Provides enterprise-grade persistent memory for AI assistants with complete off…
N/A N/A 95
64797
NovadaLabs
Residential proxy MCP for AI agents — geo-targeting, sticky sessions, anti-bot …
N/A N/A 83
64798
gzileni
Implements the Model Context Protocol for managing, ingesting, and querying str…
N/A N/A
64799
raeseoklee
artifacty Claim
A local, agent-to-agent artifact exchange for LLM workflows. Enables MCP-capabl…
N/A N/A
64800
bgauryy
Enables AI assistants to intelligently search and explore local file systems us…
N/A N/A 95
Showing 64751–64800 of 67291 servers