MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26363
Scored
1627
Verified
16957
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31401
ryankr
Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and…
81
31402
drolosoft
Turn your self-hosted Immich photo library into a conversation — natural langua…
N/A N/A
31403
mateus-gondev
Gestao-MCP Claim
A customer and product management MCP server using SQLite. It enables Claude De…
N/A N/A
31404
benborla29
MySQL Server Claim 1
A Model Context Protocol server that provides read-only access to MySQL databas…
N/A N/A 95
31405
ZibZob3000-gh
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
81
31406
Model Radar Claim 1
Ping 134+ free coding LLMs across 17 providers, rank by latency, pick the faste…
N/A N/A 81
31407
MCP-Mirror
Enables interaction with the Futarchy protocol on Solana, allowing users to man…
81
31408
VenuNite Events Claim 1
Hyperlocal event search across 50 US states — 29K venues, 275K upcoming events.
55
31409
longportapp
openapi Claim
🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI acces…
N/A N/A 95
31410
AddyCuber
Ybe Check Claim
Ybe Check – security and compliance orchestrator for AI-generated repositories.
N/A N/A 95
31411
Vaquill-AI
canlii-mcp Claim
An MCP server providing AI assistants access to Canadian case law and legislati…
31412
PDF Kit Claim 1
AI-powered PDF tools: fill forms, merge, extract data, and split PDFs
N/A N/A 81
31413
liquid1982
Provides read-only access to TrustLayer's public API, enabling users to query a…
81
31414
Nosmoht
MCP server for Talos Linux — resources, services, logs, health, config, lifecyc…
N/A N/A 83
31415
greatquestion
Great Question is the Agentic UX research platform for product builders. Run in…
81
31416
mandalazenwave
fillin Claim
31417
zuansah.munggaran
pripera Claim
N/A N/A 95
31418
apiiro Claim 1
Ship software securely with an AI AppSec Agent
N/A N/A 81
31419
SirGreed808
MCP server for Zoho Mail. Read, search, and send email from Claude.
N/A N/A
31420 N/A N/A 95
31421
itstanner5216
EliteMCP Claim
Analyzes directory structures with .gitignore awareness and executes Python cod…
81
31422
nicky512500
Enables AI assistants to trade cryptocurrencies and manage accounts on MAX Exch…
31423
pipeworx-io
schrodingers-boolean MCP — wraps StupidAPIs (requires X-API-Key)
31424
MAB2908
zont-mcp Claim
An MCP server that connects AI assistants to the ZONT heating system via the of…
N/A N/A
31425
sqllocks-arch
Provides full execution and management capabilities for Microsoft Fabric Data E…
81
31426
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
81
31427
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
31428
katomato
Time-MCP Claim
{ "mcpServers": { "simple-time-mcp": { "command": "touch", "a…
N/A N/A 95
31429
danyelangel
browserbase Claim
N/A N/A 95
31430
cathrynlavery
A comprehensive Model Context Protocol server that enables Claude Desktop users…
81
31431
PierrunoYT
Enables high-quality image generation using Google's Imagen 4 Ultra model throu…
81
31432
osborn1997
Enables AI assistants to interact with Instagram and Facebook accounts through …
81
31433
jangisaac-dev
OwlOCR MCP Claim
A macOS-based MCP server that enables high-accuracy text extraction from PDF an…
N/A N/A 95
31434
1102tools
USASpending.gov federal contracts, subawards, recipients, agencies. 55 tools.
N/A N/A
31435
civic
Give your AI agents a verified identity, scoped permissions, audit trails, and …
N/A N/A 95
31436
jordy-nexian
A multi-tenant integration platform that connects MSP systems like HaloPSA, Mic…
31437
multicam
mcp-server Claim
N/A N/A 95
31438
lazymac2x
42 developer tools through one MCP install
31439
@Kapeli
dash-mcp-server Claim
N/A N/A 95
31440
MCP-Mirror
Enables LLMs to interact with Agent-to-Agent (A2A) protocol compatible agents, …
81
31441
OpenZeroAgent
Provides AI agents with a persistent internal dynamical state and emotional res…
N/A N/A 95
31442
VautlixDevelopment
Enables Claude to interact with the Vaultix Payment API for managing charges, c…
81
31443
shadowkat-xsp
A template for deploying a remote, unauthenticated Model Context Protocol (MCP)…
81
31444
Ansvar-Systems
Provides comprehensive Swiss agricultural environmental compliance data coverin…
31445
sebastianall1977
gmail-mcp6 Claim
N/A N/A 95
31446
luthfirizky777
test Claim
N/A N/A 95
31447
Jasox1210
A tool that makes memories stored in ChatGPT accessible across various language…
N/A N/A 95
31448 N/A N/A 95
31449
stefan-xyz
An MCP server with tools for interacting with RuneScape (RS) and Old School Run…
N/A N/A 95
31450
josephtandle
Model Runner Claim
Provides a unified MCP interface for running completions, embeddings, image gen…
Showing 31401–31450 of 33449 servers
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