MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58151
AtlasDevHQ
Atlas Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
N/A N/A
58152
281287994w-art
Exposes iTick REST API as MCP tools, providing market data for stocks, crypto, …
58153
lewis-mcgillion
Provides professional cycling data from ProCyclingStats, enabling race discover…
58154
Minimal MCP server for Ghost Security API - compatible with all MCP clients
N/A N/A 81
58155
mariakasimceva0305-ux
Local service for currency rates and conversion using MCP and agent layer. Acce…
81
58156
cindiekinzz-coder
A feature-rich MCP server for Discord, giving AI companions full presence in Di…
N/A N/A
58157
pipeworx-io
twelvedata Claim
Enables access to real-time and historical market data including stocks, ETFs, …
58158
romilly
Enables creating and iterating on animated SVG diagrams from text input, photos…
N/A N/A
58159
benswork-space
priceof Claim
Verified pricing data for 50+ SaaS products. Query, compare, and calculate team…
N/A N/A 95
58160
markusvankempen
Connect AI assistants to IBM Code Engine for project, app, build, job, and runt…
N/A N/A
58161
ace4seven
GC-MCP Claim
Enables AI assistants to access and query Garmin Connect health and fitness dat…
N/A N/A
58162
quinnjr
Enables AI agents to manage LinkedIn profiles, posts, connections, skills, educ…
58163
Nodeblue-AI
The first AI-powered development tool for Ignition SCADA — an MCP server that l…
58164
arjunkmrm
Retrieves current weather information for any location using the OpenWeatherMap…
N/A N/A 95
58165 N/A N/A 95
58166
isthisemaildangerous
Enables Claude to extract text and metadata from PDF files via URL or base64 en…
N/A N/A
58167
chrisrobison
TextWeb Claim
Renders web pages as structured text grids for AI agents to browse and interact…
58168
saikandikatta
An MCP server that finds cheap flights with flexible dates and smart suggestion…
58169
kim-go-chon
Enables searching and retrieving tax law data from the Korean National Tax Serv…
58170
getjavelin
ramparts Claim
A comprehensive security scanner for MCP servers with YARA rules and static ana…
86
58171
MarvelNwachukwu
A minimal starter template for building Model Context Protocol (MCP) servers us…
58172
baijuw
Enables network configuration, connectivity testing, and routing management for…
58173
AIFAIS
Headless document processing for AI agents. Invoice extraction, contract analys…
N/A N/A 95
58174
Steleet
Enables tamper-evident anchoring of file, text, or JSON hashes to the BSV block…
N/A N/A
58175
redhat-community-ai-tools
jenkins-mcp Claim
Enables interaction with multiple Jenkins instances from a single MCP server, u…
58176
yifanyifan897645
codescan-mcp Claim
Scans codebases for TODOs, FIXMEs, code complexity, file stats, and dependencie…
N/A N/A
58177
LKbaba
grok-mcp Claim
Connects Claude Code to xAI's Grok for real-time web and X (Twitter) search wit…
58178
kimhjort
MCP server that provides Danish TV guide data, enabling AI assistants to answer…
58179
andhit-r
Enables management of n8n workflows, executions, credentials, tags, and variabl…
58180
wujie272
Enables AI agents to directly control Android devices via Termux, providing 120…
N/A N/A
58181
vikunjamcp Claim 2
An MCP server that provides access to Vikunja, a self-hosted task management so…
N/A N/A 69
58182
CodyWatters
riveter Claim 1
MCP server for Riveter's enrichment, scraping, and monitoring API
N/A N/A 83
58183
amithkumark1982
An enterprise-grade AI processing platform that provides advanced code analysis…
81
58184
pranav7
browser-mcp Claim
A Model Control Protocol server that enables AI agents to perform web browsing …
N/A N/A
58185
teto-0401
A production-ready MCP server for coding workflows on Replit, enabling file man…
58186
huntbuilds
Provides search, trending, odds, arbitrage, and category browsing for predictio…
58187
aaqqjj
Enables AI assistants to maintain persistent conversations and context between …
N/A N/A 95
58188
Sato-Isolated
MCP server for MongoDB-powered memory bank management with multi-project isolat…
58189
etnperlong
Enables AI assistants to manage Firefly III personal finance accounts and trans…
58190
MCP Anvil Claim 1
Local MCP gateway daemon: route, audit, and inspect MCP servers from one config.
N/A N/A 81
58191
grandgaev
kwork-mcp Claim
Enables AI-powered management of Kwork.ru freelance tasks, including orders, me…
N/A N/A
58192
Auxin-io
Create employee records to prototype HR onboarding workflows. Validate data flo…
N/A N/A 95
58193
warpdot-dev
composio Claim
typescript python sdk ai-agents anthropic openapi langchain openai-agents llama…
N/A N/A
58194
StonesofCreation
StackSwap Claim
B2B GTM stack intelligence: search ~400 tools, compare vendors, find overlaps, …
58195
KarstenKreh
Generate design systems: OKLCH color palettes, fluid type scales, spacing, shap…
58196
DebtStack.ai Claim 1
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC fili…
N/A N/A 81
58197
klappe-pm
Enables real estate property searches with location and criteria filtering, plu…
81
58198
teleomorph
Pinako AI Bridge is the MCP server that connects Pinako, a Chromium extension f…
N/A N/A
58199
turnono
Enable seamless time tracking and reporting for Azure DevOps work items by inte…
N/A N/A 95
58200
CodeJonesW
An MCP server that lets an AI agent drive the iOS Simulator in a loop, enabling…
N/A N/A
Showing 58151–58200 of 58579 servers