MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50351
entrepeneur4lyf
MCP server for comprehensive code analysis, navigation, and quality assessment …
N/A N/A
50352
linera-io
Enables Claude to increment and query a counter deployed on the Linera blockcha…
N/A N/A
50353
LckAndLove
sshops Claim
A lightweight, zero-agent SSH operations tool that enables remote command execu…
N/A N/A
50354
lazymac2x
Cloudflare Workers MCP server: api-flow-analyzer
50355
CSOAI-ORG
MEOK EU AI Act Article 13 Instructions for Use generator — provider-side IFU wi…
N/A N/A 81
50356
THORCollective
A behavioral threat hunting MCP server that focuses on adversary TTPs rather th…
50357
gest0r1
mcp-itop Claim
MCP server for iTop ITSM that provides 19 tools for analytics, ticket managemen…
50358
Descomplicar-Marketing-e-Tecnologia
Enterprise-grade administration of the WhatSMS platform via MCP, providing 25 s…
50359
codeislaw101
katzilla Claim
Unified data API for AI agents — 300+ free, public, and government data sources…
83
50360
bke1302
Enables AI to query a business database for customers, orders, and revenue usin…
N/A N/A
50361
ry-ops
Enables interaction with Proxmox VE for managing VMs, containers, storage, and …
50362
conorwd
Enables searching for Beatport artists by name, returning structured data like …
50363
warfield2016
solagent-mcp Claim
Enables AI agents to interact with the Solana blockchain through MCP, supportin…
N/A N/A
50364
MattKilmer
voteship Claim
Manage feature requests, votes, roadmaps, and changelogs from any MCP client.
N/A N/A 83
50365
itk-dev
Provides AI coding assistants with access to ITK Dev Docker documentation and p…
N/A N/A
50366
kunwar-shah
claudex Claim
Persistent memory + FTS5 full-text search for Claude Code conversation history.…
N/A N/A 95
50367
Creed-Space
vcp-mcp Claim
Value Context Protocol tools: VCP/I tokens, CSM1 codes, VCP-Lite, and context e…
N/A N/A
50368
nikhilchintawar
Enables searching and analyzing AWS CloudWatch logs with support for configurab…
N/A N/A 95
50369
Leeroo-AI
MCP server that turns AI coding agents into ML/AI experts by providing best-pra…
N/A N/A
50370
KevinBangbang
neurolisp Claim
White-box MCP workflow orchestrator for Claude Code. Sexpr workflows stored in …
N/A N/A
50371
AixLabTech
An MCP server that enables AI assistants to interact with Kan boards through th…
50372
riccardo-larosa
A Model Context Protocol server implementation using StreamableHTTPServerTransp…
81
50373
simantaturja
Enables AI assistants to read, search, and create notes in Apple Notes on macOS…
N/A N/A
50374
leinay633-maker
A local MCP server that forwards tools from an upstream experiment platform and…
50375
sgoley
Converts Quicken QIF files into a queryable DuckDB database and exposes financi…
N/A N/A
50376
SergioH12
Enables California housing price predictions, batch scoring, and agent-based ch…
N/A N/A
50377
Paul-Particle
mcp-vsdiff Claim
An MCP server that exposes VS Code's advanced diff algorithm as a tool, providi…
N/A N/A
50378
agentcures
refua-mcp Claim
MCP server for biological protein design, folding, and affinity prediction usin…
50379
Vodolazkyi
Provides access to Ultrahuman health and fitness data through standardized MCP …
50380
pipeworx-io
mcp-hunter Claim
Wraps the Hunter.io email finder and verification API, enabling email lookup an…
50381
hlpun
Enables users to describe their LLM fine-tuning job once and get the cheapest, …
50382
DexMachina-Design
Model Context Protocol server that bridges design and development, giving AI as…
50383
seyficembaskin
seyfiland Claim
N/A N/A 95
50384
thealphacubicle
An MCP server that provides safe, read-only access to Boston's open data portal…
50385
Jensimogit
mcp-recall Claim
A self-hosted MCP memory server that gives AI assistants persistent, semantic m…
50386 N/A N/A 95
50387
cloud-py-api
An MCP server that exposes Nextcloud APIs as tools for AI assistants, enabling …
50388
pdfgate
mcp-server Claim
MCP server for the PDFGate API. Generate PDFs, manage documents and handle e-si…
50389
krealal
An MCP server for automatic code review using OpenRouter, enabling performance,…
N/A N/A
50390
CRtheHILLS
OneClickLM Claim
A robust MCP server for NotebookLM that provides auto-healing authentication, z…
N/A N/A
50391
AlexVulaj
An MCP server for integrating with Jira Server instances, enabling natural lang…
50392
ragalgo
server Claim
Get daily-close, noise-filtered market context for Korean stocks and crypto, sc…
N/A N/A 95
50393
argosvix
Lets AI agents query, manage, and operate their LLM observability data directly…
50394
OrtaMarco
Enables AI agents to audit email and domain security (SPF, DKIM, DMARC, etc.) f…
50395
sevalla-templates
A demonstration server implementing the Model Context Protocol with Server-Sent…
50396
axel-belfort
PDF document generation API for AI agents. Generate PDFs from HTML or Markdown:…
81
50397
devarayasaidakshesh
Connects any MCP-compatible AI assistant directly to a Salesforce org for query…
N/A N/A
50398
Musaraf-M
sentinal-mcp Claim
Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnost…
N/A N/A
50399
kvalen-code
zxkol Claim
ZXKOL transforms tasks like "finding Douyin beauty influencers with 100k–500k f…
50400
threadlinqs-cmd
Threadlinqs threat-intelligence MCP — 73 tools: threats, detections, IOCs, acto…
N/A N/A
Showing 50351–50400 of 67226 servers