MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26363
Scored
1627
Verified
16957
Complete

Last updated 1 hour, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31501
pmort2222
StratProof Claim
StratProof runs honest backtests: real fees, real slippage, walk-forward valida…
31502
mcpmu Claim
TUI-based MCP server multiplexer, configure all your MCP's in a single MCP with…
N/A N/A
31503
devsully
A platform that transforms AI development with intelligent context management, …
N/A N/A 95
31504
tonycueva
A Model Context Protocol (MCP) server that enables Claude to create and manipul…
81
31505
Fibi66
Enables AI assistants to automatically analyze GitHub repositories and set up d…
81
31506
arturkoter
Connect Claude to your SavvyCal account. List upcoming meetings, check your ava…
31507
admin-d6wq
Let AI agents highlight and annotate any webpage — end-to-end encrypted, no acc…
81
31508
kscz0000
Automatically generates Chinese README documentation and mind maps for project …
N/A N/A 95
31509
Pcw-Life
Provides a comprehensive suite of 56 tools for the management and automation of…
N/A N/A 95
31510 N/A N/A 95
31511
agentic-eng
a2db Claim
Safe, read-only database access for AI agents. 5 databases, batch queries, SQLG…
N/A N/A
31512
woling-dev
Enables 70-90% LLM API cost reduction by compressing conversation history via l…
N/A N/A
31513
deep-ai-kr
dev-mcp Claim
Browse directories and read files within a safe, configurable root. Pull accura…
N/A N/A 95
31514
KarchinLab
OpenCRAVAT Claim
Annotate variants by with a deep and rich set of data. Can annotate: genetic ch…
31515
tife89
Provides access to KfW funding programs for residential building energy efficie…
31516
axel-belfort
Hyperliquid whale tracking API for AI agents. Monitor the top 50 most profitabl…
81
31517
diplv
CompanyLens MCP gives your AI assistant access to real corporate data from offi…
31518
ndatta18-b06a
Institutional-grade research and diligence reports on hedge funds, private equi…
81
31519
crabcut
Generate TikTok, Shorts, and Reels-ready clips from any YouTube video, powered …
81
31520
amin2179
Provides comprehensive MCP functionality with GGUF model integration, enabling …
81
31521
SamuraiBuddha
A Model Context Protocol server implementation for Autodesk Construction Cloud …
N/A N/A 95
31522
gztchan
An MCP server that provides access to the OSS Insight Public API for GitHub rep…
31523
Twine2546
Enables interaction with Twilio API services including messaging, voice, and St…
81
31524
mberjans
Enables automation of Google Jules AI coding assistant through task creation, c…
81
31525
rishimohan
Orshot Claim
Orshot's MCP Server lets you dynamically generate images from your templates fr…
81
31526
Rakesh1002
namemyapp Claim
Brandable business names with live domain availability + one-click buy URLs.
31527
shyshlakov
PCI DSS v4.0.1 compliance scanner for Go payment services, delivered as an MCP …
N/A N/A
31528
wkoutre
Linear Claim
Interact with Linear project management through AI assistants. Retrieve, modify…
N/A N/A 95
31529
facundo
fordcor Claim
N/A N/A 95
31530 N/A N/A
31531 N/A N/A 95
31532
mariia
mcp-1 Claim
N/A N/A 95
31533 N/A N/A 95
31534
kodey-ai
Find and enrich B2B contacts and companies for prospecting and outreach. Uncove…
N/A N/A 95
31535
brain-bbqs
neuro-mcp Claim
Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Re…
N/A N/A 95
31536
axel-belfort
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
31537 N/A N/A
31538
IAGeneration
Swagger MCP Claim
Dynamically generates MCP tools from Swagger/OpenAPI specifications by extracti…
81
31539
CSOAI-ORG
A local document processing toolkit for AI agents that extracts text, converts …
N/A N/A
31540
aicastle-school
Stock Price Claim
Fetch current stock quotes by ticker symbol across global markets. Integrate up…
N/A N/A 95
31541
Auxin-io
NYC Friend Claim
Get friendly, local answers to your New York City questions. Ask about neighbor…
N/A N/A 95
31542
khulnasoft-com
A centralized server that tracks and manages connected agents, providing a web …
81
31543
FloopFloopAI
MCP server for the FloopFloop API that lets LLM hosts build, poll, and refine p…
31544
awaybreaktoday
Enables comprehensive interaction with GitHub repositories, including code mana…
81
31545
InstantMCP
Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find a…
N/A N/A
31546 N/A N/A 95
31547
0ics-srls
OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Pyth…
31548
sentrul
Enables access to Sentrul's research, compliance scanning, and trace lookup age…
31549
MoshPitLabs
Enables AI models to send plain text messages, formatted release announcements,…
81
31550 N/A N/A 95
Showing 31501–31550 of 33449 servers
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