MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34401
steveramos21
AI-DBA Claim
Universal database copilot for diagnostics, operations, and performance analysi…
34402
unitycoder
MCP server that bridges Unity with AI agents, enabling scene inspection, C# cod…
N/A N/A
34403
medlag
Lets Claude read, create, update, and search records in an Airtable base using …
34404
MK-986123
A local-first MCP server for durable agent memory using SQLite and FTS5, enabli…
N/A N/A
34405
iamhsuliheng
A MCP server for querying Taiwan ISBN book data, supporting search by title, au…
34406
maboukerfa
Enables AI assistants to manage a self-hosted AirTrail flight tracking instance…
N/A N/A
34407
MicaelJarniac
mcpgate Claim
A stateless gateway that turns any OpenAPI spec into MCP tools on the fly.
34408
Ultr0nX
SkillOps MCP Claim
An AI-powered MCP server for EdTech teams that automates support triage, re-eng…
N/A N/A
34409
Rixmerz
blob-svg-mcp Claim
MCP server for generating organic, customizable blob shapes as SVG using sinuso…
34410
afferens
mcp-server Claim
Real-time physical perception for AI agents — vision, spatial, acoustic, enviro…
N/A N/A
34411
QuentinCody
Enables searching and retrieving biomedical literature from Europe PMC, includi…
34412
cybeleri
finance Claim
Financial data MCP server: stock quotes, crypto prices, portfolio tracking, mar…
N/A N/A 95
34413
gbfeliped
mcp-postgres Claim
Read-only PostgreSQL MCP server that enables running SELECT queries, listing ta…
34414
agaldemas
yt-dlp Claim
Enables video metadata extraction and downloading from platforms like TikTok an…
N/A N/A
34415
rambov1
SEC EDGAR crypto filing radar MCP with x402-paid Base USDC data URLs.
34416
CSOAI-ORG
Agent Replay Debugger MCP — record every agent step + deterministic replay. Ste…
81
34417
Neboy72
Nexus Memory Claim
Nexus Memory gives every MCP-compatible agent one persistent, self-hosted share…
N/A N/A
34418
dklymentiev
mesh-memory Claim
Self-hosted semantic memory for AI agents. Save worklogs, decisions, and notes …
34419
Thejosem4
An intelligent bridge between Claude and LinkedIn. This MCP server empowers Cla…
34420
Fysio-care
Discover Swedish MSK clinics on fysio.care: search clinics, services, and open …
34421
acjlabs
Checks x402 Bazaar resource listings against the public discovery catalog and f…
34422
Emeritus-China
MCP server for integrating AI models with Emeritus services, enabling user mana…
34423
Fuglys
Enables real-time data streaming through Server-Sent Events with timestamp broa…
81
34424
amortegui84
Upscale images to print-ready files (TIFF/PNG/JPG) via PrintScale.
N/A N/A
34425
BillNobill
Trello Model Context Protocol (MCP) Server for AI Agents
N/A N/A
34426
KNambiarDJsc
meridian-mcp Claim
Local-first compliance scanner for DPDPA 2023/2025, RBI FREE-AI, SEBI AI/ML & E…
N/A N/A
34427
LutoLabs
MyAITwin Claim
A personal RAG database you build from chat, so AI creates work that sounds lik…
34428
kmdesle
Synchronex Claim
Connect any AI agent to your Synchronex workspace — portable memory, decisions,…
N/A N/A
34429
holiday-forever
Searchable directory of Airbnb listings — discover properties and retrieve dire…
34430
rodaddy
A template for deploying MCP servers to Cloudflare Workers without authenticati…
81
34431
hrandhawa02
squad_up Claim
Create events, add invitees, manage potlucks and carpools via natural language.
N/A N/A 95
34432
Hermes-pm
An MCP server that enables AI agents to search, read, and create notes across s…
34433
jaablon
SEC EDGAR filings parsed: 8-K body-text classification, 13D activist tagging, S…
34434
MCPServings
paper-mcp Claim
Search arXiv/Semantic Scholar/OpenAlex + medical evidence (PubMed/Europe PMC) +…
34435
NimbleBrainInc
Enables access to 200,000+ machine learning models through the Hugging Face Inf…
81
34436
ajantoniou
uploadcheck Claim
QC videos, podcasts, and clips before upload — timestamped flags with agent-rea…
N/A N/A
34437
VitalyOstanin
MCP server that lets AI coding tools control and observe a running Node.js proc…
N/A N/A
34438
rajdeepmondaldotcom
WHOOP recovery, sleep, strain, and workouts with server-side analysis: trends, …
N/A N/A
34439
KodzghlyCZ
mcp-hooker Claim
Configurable MCP server that converts any OpenAPI specification into MCP tools …
34440
wpm
epik-gh Claim
A GitHub MCP server that wraps the gh CLI to expose GitHub operations like issu…
N/A N/A
34441
muvon
Octofs Claim 1
Standalone MCP filesystem tools server — view, edit, shell, workdir.
N/A N/A 81
34442
italoag
Enables smart contract security auditing using Slither, Aderyn, and custom patt…
N/A N/A
34443
CiscoDevNet
A community MCP server for Cisco Secure Access that exposes the Secure Access R…
34444
paylink-ai
Open-source MCP server that streamlines payment integration for AI agents and f…
34445
iamakash-06
Enables AI agents to monitor web documentation for changes, perform semantic se…
N/A N/A
34446
mnm-matin
CLI-first web and code search for agents, with MCP support for integration with…
34447 N/A N/A 95
34448
Facets-cloud
Enables management of Facets Control Plane projects, resources, environments, a…
34449
shaul1991
localmind Claim
A fully local AI stack that provides OpenAI/Anthropic-compatible LLM API, embed…
34450
Kynlos
ftp-mcp Claim
An enterprise-grade MCP server for FTP and SFTP operations optimized for AI cod…
Showing 34401–34450 of 66549 servers
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