MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31748
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66051
coe0718
Deskbrid Claim
Linux desktop HAL for AI agents. One daemon, one socket, every desktop action. …
N/A N/A
66052
DouganRedhammer
Enables AI assistants to look up World of Warcraft character information and re…
66053
tadeukaiba
Generates AI images using Google Gemini and uploads them to S3-compatible stora…
66054
jabbawocky
statuscraft Claim
MCP server that checks the live status of 3831 software services in real time. …
N/A N/A
66055
Dumpling-AI
Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
81
66056
ManideepMuddagowni
Enables AI-driven customer support ticket processing, including classification,…
66057
kupsas
Provides football analytics tools including player scouting, comparisons, marke…
N/A N/A
66058
lakehouse-42
MCP server for Lakehouse42, enabling code-first tool discovery, hybrid search, …
66059
regenrek
Oplink Claim
Enables creating no-code agent workflows by combining multiple MCP servers into…
N/A N/A
66060
enesmanan
Provides read and write access to multiple SQLite databases through the Model C…
N/A N/A
66061
bemoregt
octave-mcp Claim
Enables Claude Code to run GNU Octave code for numerical computation, plotting,…
N/A N/A
66062
triumsebas
An MCP server that delegates coding and sysops work to cheaper agents via durab…
N/A N/A
66063
fani-ko
QGISMCP Claim
QGISMCP connects QGIS to Claude AI through the Model Context Protocol (MCP), al…
N/A N/A
66064
robertnowell
konid-ai Claim
A language expression coach MCP server that provides native-sounding translatio…
66065
karaokmert
A secure and optimized MCP server for integrating ClickUp project management, e…
66066
alessio-web-dev
MCP server for posting to Twitter/X, Reddit, LinkedIn, Instagram, and email via…
N/A N/A
66067
Skynotdie
A system that localizes Model Context Protocol (MCP) functionality, integrating…
N/A N/A 95
66068
axumquant
arch-viewer Claim
Provides AI-powered architecture analysis and visualization of codebases, expos…
N/A N/A
66069
new-usemame
A Model Context Protocol server that exposes Sonarr, Radarr, Lidarr, and Jellyf…
66070
ssjunior
0-mcp Claim
Turns Django models into MCP tools and a REST API from a single class, and can …
81
66071
RodriguezGoldstein
A local stdio MCP bridge that forwards tool calls to the Google Developer Knowl…
N/A N/A
66072
MadLlama25
A production-ready server that connects Claude Desktop to Firewalla network man…
81
66073
kamath
Provide a scaffold for building MCP servers with integrated AI and environment …
N/A N/A 95
66074
obe711
Provides read-only access to Google Workspace APIs (Gmail, Drive, Sheets, Docs,…
66075
akashreddi
Enables conversational triage of ServiceNow incidents via Claude Desktop, autom…
66076
haliphax-ai
Exposes OpenClaw tools (web search, page fetching, browser automation, PDF anal…
N/A N/A
66077
Greenmint-labs
Enables automated CAD operations via natural language, supporting both AutoCAD …
81
66078
keepwhatworks
Enables running AI councils across Claude, GPT, and Gemini, synthesizing answer…
N/A N/A
66079
Auxin-io
Generate a ready-to-run Python 'Hello, World!' script with streamable output. Q…
N/A N/A 95
66080
monospay
monospay-mcp Claim
Pay per MCP tool call in USDC on Base. Non-custodial settlement, no admin keys,…
66081
shubham-01-star
A privacy-first memory layer for AI that securely bridges local knowledge with …
N/A N/A
66082
yuki-20
CornMCP Claim
Enables AI coding agents to perform surgical code analysis, semantic memory, an…
N/A N/A
66083
amir_shocknews
test Claim
N/A N/A 95
66084
AlexMost
An MCP server that provides semantic search and vault operations for Obsidian n…
N/A N/A
66085
coinugget
Provides real-time cryptocurrency market signals including RSI, top gainers, pr…
66086
pkduongsu
An MCP server for interacting with Microsoft PowerBI REST API, providing tools …
66087
lostnumber07
SHEARLINE Claim
A free, MIT-licensed MCP server that provides AI agents with analyst-grade US s…
81
66088
sevalla-templates
A demonstration server implementing the Model Context Protocol with Server-Sent…
66089
tilfin
Provides a serverless implementation of the Model Context Protocol for register…
66090
IntelligentElectron
This MCP server enables AI agents to understand and analyze electrical schemati…
N/A N/A
66091
tikflydotio
tikfly-mcp Claim 1
MCP Server for Tikfly - Unofficial TikTok API at scale without the usual limita…
81
66092
write-space
Writespace Claim
Persistent docs and memory for AI agents. Writespace is a collaborative markdow…
66093
woladi
sugestim Claim
Enables recognition and defense against covert influence patterns (Milton Model…
N/A N/A
66094
pjqdyd
MCP-TS-DEMO Claim
A TypeScript MCP server demo supporting local Stdio and remote Streamable HTTP,…
N/A N/A
66095
cachly-dev
mcp-server Claim
AI dev brain: persistent memory, lessons, semantic search for Claude, Cursor, C…
N/A N/A 95
66096
varunjain-byte
An MCP server that integrates with GitHub Copilot to analyze Axivion static-ana…
N/A N/A 95
66097
amir89hamzah
Provides MCP tools for web page scanning, data extraction, local storage, markd…
N/A N/A
66098
groundlight
Enables natural language interaction with Groundlight to create and manage comp…
66099
takada-at
A Python MCP server that retrieves and caches BigQuery metadata (datasets, tabl…
66100
cirruslycurious
Enables Claude Desktop to search, retrieve summaries, and explore documents fro…
N/A N/A
Showing 66051–66100 of 66394 servers