MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38351
saturnino-adrales
mysql-mcp Claim
Provides read-only MySQL database operations for AI agents, supporting multiple…
38352
bulutarkan
Mac MCP Claim
A local macOS MCP server for AI Agents that exposes safe endpoints for shell co…
N/A N/A
38353
BIH-CEI
High-level Zotero MCP integration with smart research workflows, enabling tasks…
38354
hujiaozhuzhu
AuditShield Claim
A three-layer MCP server that filters false positives from static analysis tool…
N/A N/A
38355
kalleeh
MCP server for generating and editing images using Amazon Nova Canvas, Stable D…
81
38356
JoyciAkira
Memento Claim
Memento is a local-first, open-source MCP middleware that gives AI agents persi…
N/A N/A
38357
muslus
Automates academic research from multi-source discovery across 18 databases to …
N/A N/A
38358
CleanCodeStar
Enables AI assistants to interact with PostgreSQL databases through MCP, suppor…
38359
avg-ape
An MCP server that provides operational tooling over the GitHub API — issue tri…
38360
nqs
images-mcp Claim
Provides image generation tools powered by OpenRouter, running on Cloudflare Wo…
38361 N/A N/A 95
38362
onchaintel
Introducing PQS: The Fastest Way to Get Better Output From Any AI Model. Score …
81
38363
bakaroart
An MCP server that enables AI assistants like Codex or ChatGPT to inspect and c…
N/A N/A
38364
syn7xx
Enables AI assistants to interact with TestOps 5.25 for managing projects, test…
38365
Mhdd-24
MCP server that posts to LinkedIn through the LinkedIn API. Enables creating te…
38366
pedralcg
arcmap-mcp Claim
MCP server that allows AI agents to control a live ArcMap session via arcpy, in…
38367
kvrancic
The server enables Claude Code to rent, drive, and terminate Prime Intellect GP…
N/A N/A
38368
Corvalon
m365-mcp Claim
A Model Context Protocol server that gives Claude Code (or any MCP client) cont…
N/A N/A
38369
matteoantoci
Enables creating, reading, and modifying Google Slides presentations programmat…
38370
Ola-Turmo
MCP server that auto-emits tamper-evident receipts for every tool call, enablin…
38371
hangboss1761
Enables specification-driven development workflows for AI editors by managing s…
N/A N/A
38372
callstackincubator
agent-device Claim
Discovery router for the agent-device CLI. Exposes status, install guidance, ve…
N/A N/A
38373
corrupt952
nooon Claim
A lightweight, read-only MCP server for Notion that enables searching, reading …
38374
publishednft
Enables AI assistants to access Published NFT documentation, NFT collections, F…
38375
SureshKhemka
A single, queryable source of engineering constraints that coding agents consul…
38376
zerox2f
Remote HTTP/SSE MCP server for web search with full page content extraction, se…
38377
arsenkylyshbek
ContextVault Claim
Shared context storage for AI agents. Enables any MCP-compatible model to store…
N/A N/A
38378
collactivelabs
A production-ready MCP server that enables Claude and other LLMs to generate im…
N/A N/A
38379
kajaril
EU AI Act sovereignty scanning. Provider residency, registration status, audit …
38380
nguyen1oc
Enables searching, enrolling, and tracking Coursera courses and certificates th…
38381
alexpriest
swarm-mcp Claim
An MCP server that provides access to Foursquare Swarm check-in data, enabling …
38382
khushalB-sf
calendar-mcp Claim
Enables reading your Microsoft 365 calendar to get today's meetings and availab…
N/A N/A
38383
SarahOtmane
poc-mcp Claim
A proof-of-concept MCP server that enables LLMs to read local text files and fe…
N/A N/A
38384
ericroliver
tinytask Claim
A minimal task management system for LLM agent collaboration via the Model Cont…
38385
_@kesslerio
Attio CRM Claim
Connect AI to your Attio CRM. Manage contacts, companies, deals, and sales pipe…
N/A N/A 95
38386
sittiev
MCP server for the Pawn package index, enabling AI assistants to search and ins…
81
38387
BaranziniLab
SPOKEAgent Claim
A structure-aware MCP server for querying the SPOKE biomedical knowledge graph,…
38388
purple-flea
identity-mcp Claim
MCP server that gives AI agents disposable email addresses and real phone numbe…
N/A N/A
38389
az-coder-123
A MySQL MCP server for secure database interaction, enabling schema inspection,…
38390
sunilvarun
A custom MCP server that turns Claude into an agentic shopping assistant for se…
N/A N/A
38391
CSOAI-ORG
nrswa-ai-mcp Claim 1
UK street works compliance. Section 50 licences, S58 deferral, S74 overrun pena…
N/A N/A 81
38392
ceeyang-ai
An MCP server for cryptocurrency trading via Freqtrade, enabling trade manageme…
38393
masachika-kamada
A simple MCP server that reads local images and returns them as ImageContent fo…
N/A N/A
38394
aurasoph
klone-mcp Claim
A minimal MCP server for UW Hyak (klone) that exposes tools to run shell comman…
N/A N/A
38395
fastmcp-me
mcp-datetime Claim
Provides current date and time in various formats including standard, Japanese,…
38396
MCDxAI
Provides fuzzy search, read, and refresh capabilities for Baritone documentatio…
N/A N/A
38397
iamdipanshusingh
A minimal TypeScript MCP server template with example tool, Zod validation, std…
N/A N/A
38398
SnowLightPath
A single MCP server that gives Claude, ChatGPT, Codex, and any MCP-compatible A…
N/A N/A
38399
mayflower
ContextMine Claim
Self-hosted documentation and code indexing with MCP integration.
N/A N/A
38400
christophejlegros-lgtm
Integrates a bio-hybrid neuromorphic simulation pipeline with SNN, consciousnes…
Showing 38351–38400 of 67181 servers
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