MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31793
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63401
pasteai
PasteAI Claim
An MCP server that lets AI publish markdown documents to a clean, themed web UI…
63402
miharu8686
An MCP server that enables code review by having two LLMs (Claude and GPT-4o) i…
N/A N/A
63403
storypixel
An AI-native Taskwarrior bridge that provides natural language task management …
N/A N/A
63404
orange521456
ComfyUI MCP Claim
MCP server that connects local ComfyUI to AI agents, enabling natural language …
N/A N/A
63405
DaCodeChick
GhidraMCP Claim
MCP server that allows LLMs to autonomously reverse engineer applications using…
N/A N/A
63406
NguyenSen
cc-mem-mcp Claim
Lossless, categorized long-term memory for Claude Code (and any MCP client), ba…
63407
luminarylane
Connects MCP clients to the Google Search Console API, enabling search analytic…
63408
domucchi
peer-cli-mcp Claim
MCP bridge for calling local coding-agent CLIs (Codex, Claude) from another age…
N/A N/A
63409
BrandonStudio
SearXNG-MCP Claim
Provides a bridge between AI assistants and SearXNG, a privacy-respecting metas…
63410
elastic
Brings interactive blue-team security operations into AI hosts, enabling alert …
63411
kh0pper
Crow Claim
AI-powered project management with persistent memory, encrypted P2P sharing, an…
63412
pipeworx-io
Enables querying Shodan InternetDB for IP address intelligence, such as open po…
63413
tkn-works
Enables management of App Store Connect operations such as listing apps, managi…
63414
paidsync
PaidSync Claim 1
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
N/A N/A 95
63415
keenableai
An MCP server that enables web search and page content retrieval via the Keenab…
63416
fastmcp-me
A unified MCP server for biomedical research that connects AI systems to resour…
63417
mzkrasner
Real-time X/Twitter social intelligence for AI agents and developers, powered b…
63418
cubicecho
A server that serves reusable markdown skills (instructions, playbooks, referen…
63419
niksa-KH
Enables LLMs to interact with the Keephub REST API for managing content, tasks,…
63420
AfryDario
An MCP server implementation in Python with placeholder tools, deployable to Az…
63421
tiflux
MCP server for TiFlux that enables ticket, stage, communication, time tracking,…
63422
KaushalKishorMishra
database-mcp Claim
Read-only Text-to-SQL MCP server for PostgreSQL and MySQL that lets users query…
N/A N/A
63423
astragenie
Local-first memory daemon for AI coding agents that captures session transcript…
N/A N/A
63424
VoidChecksum
Coursera MCP Claim
Enables AI agents to programmatically interact with Coursera, including enrolli…
N/A N/A
63425
rwinkler0112
Enables remote MCP access to math tools with OAuth authentication, deployable o…
63426
pipeworx-io
mcp-newsdata Claim
Wraps the NewsData.io global news API, enabling AI agents to access and query g…
63427
Alexcs24
Provides AI assistants with instant access to comprehensive Medusa.js v2 docume…
N/A N/A
63428
conexaoarteiro
Connects Claude to the MindMeister API v2, enabling AI-powered mind map managem…
63429
meimakes
Enables AI assistants to interact with your personal Amazon cart through browse…
N/A N/A
63430
ucodia
An MCP server that gives AI agents eyes and a robotic arm to compose and iterat…
N/A N/A
63431
useparagon
Enables AI agents to access prebuilt actions for 130+ SaaS integrations via Par…
63432
sdsrss
Persistent long-term memory for Claude Code via MCP — captures coding decisions…
N/A N/A
63433
moon0825
Transcribes meeting recordings with speaker diarization and automatic speaker i…
N/A N/A
63434
ed-lin12
Provides structured competitive intelligence profiles and listing capabilities …
N/A N/A
63435
Dante7771
Filters verbose terminal output from commands like npm install, pip install, do…
N/A N/A
63436
mauriziomocci
mcp-adr Claim
Enables AI assistants to create, manage, diagram, and export Architecture Decis…
N/A N/A
63437
ex-takashima
Enables image generation and editing using OpenAI's GPT Image API (gpt-image-1,…
N/A N/A
63438
Neosyn-Logic
cg-agent-kit Claim
Enables AI agents to design hardware by writing C-like HDL and compiling it to …
N/A N/A
63439
1261752824
cq_mini Claim
N/A N/A 95
63440
juanamillo-1duz
DevSpeak Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
81
63441
eCardWidget
Enables AI assistants to interact with an eCardWidget account using a scoped AP…
63442
Andrew-Nolan-owl
An unofficial MCP server that exposes public FedRAMP 20x documentation as deter…
63443
olahol
SSMCP Claim
A stateless HTTP-based protocol for building MCP-compatible servers. Enables ea…
63444
jasonplusproductions-create
Enables publishing and scheduling posts to Buffer via the createPost GraphQL mu…
63445
dblinick
An MCP server for PostgreSQL with index tuning, explain plans, health checks, a…
63446
leduardoaraujo
postgres-mcp Claim
Enables read-only SQL queries and schema inspection for PostgreSQL databases wi…
N/A N/A
63447
PatrickDehkordi
edgar-mcp Claim
Provides AI assistants direct access to SEC EDGAR filing data — financials, fil…
63448
shahabmosavi
GitLab MCP Claim
Exposes the GitLab REST API to MCP clients for managing projects, issues, merge…
63449
untitledfinancial
dpx-mcp Claim
Settlement protocol MCP server for institutional cross-border USDC transactions…
63450
ScottHoang
Enables AI assistants to interact with the Breadcrumbs project memory system, a…
N/A N/A 95
Showing 63401–63450 of 66447 servers