MCP Server Quality Scores

Independent quality analysis of 66301 public MCP servers

66301
Discovered
31700
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65201
transoff
puppet-ai Claim
Full computer control for AI agents on macOS — see, click, type, scroll via MCP…
N/A N/A
65202
CSOAI-ORG
EU AI Act Article 50 watermarking + C2PA 2.1 compliance. NEW: 2 December 2026 d…
N/A N/A
65203
ztxtxwd
Enables AI assistants to access and analyze content from the Chinese developer …
65204
abhishek305
Enables remote access to Contentstack App MCP tools over HTTP, deployable to pl…
65205
mirelia
# Mirelia AI-Ready Patent Intelligence (MCP Server) A fully autonomous, machin…
81
65206
r6654kumar
Restaurant2 Claim
Browse the menu, place food orders, and track order status. Explore current off…
N/A N/A 95
65207
software-mansion
Argent Claim
Enables AI assistants to interact with iOS Simulators and Android Emulators, al…
N/A N/A
65208
cortexc0de
NetMCP Claim
A professional-grade network analysis MCP server that integrates Wireshark/TSha…
65209
bdurrett
A Python-based MCP server that generates creative dad joke prompts on any topic…
N/A N/A
65210
yilmazali325
mcpauth Claim
Drop-in OAuth 2.1 + Dynamic Client Registration for MCP servers, providing auth…
65211
Primeta-AI
Integrates Namecheap's domain API with Cursor AI to check domain availability, …
N/A N/A
65212
SemblanceLabs
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
65213
kongyo2
This is an MCP (Model Context Protocol) server for the EVE Online ESI API that …
81
65214
mp-consulting
MCP server for Homebridge that enables AI assistants to control smart home acce…
N/A N/A
65215
sikuai2333
vibe-guard Claim
MCP server that provides project guardrails including prior art research, proje…
N/A N/A
65216
temurkhan13
MCP server for AI agent deployment health — gateway status, CPU/memory/swap, re…
N/A N/A
65217
thekie
A secure email gateway MCP server that protects AI agents from prompt injection…
65218
akshatbindal
Provides comprehensive stock market data and technical analysis tools via the M…
65219
alexstajos
Enables AI models to interact with Letterboxd data and perform account actions …
N/A N/A
65220
cyanheads
Search and audit NIST NVD CVEs by keyword, severity, CWE, CISA KEV status, and …
N/A N/A
65221
louistrue
IFCX MCP Claim
Enables AI assistants to create, edit, and export IFC5/IFCX building informatio…
N/A N/A
65222
siciyuan
A minimal MCP server template for deploying to Tencent Cloud EdgeOne Pages usin…
81
65223
jf-cmyk
Read-only Blocksize market-data discovery MCP package. Search instruments, insp…
65224
certinia
An MCP server that gives AI assistants tools to analyze Salesforce Apex debug l…
N/A N/A
65225
automatikstudio
Enables the generation of professional, jurisdiction-specific legal documents l…
81
65226
KarateJB
A server providing programming guidelines and coding standards for multiple lan…
N/A N/A
65227
jcafazzo
A comprehensive MCP server that bridges AI applications with FHIR healthcare da…
65228
foxibu
Connects MCP clients to a Kali Linux terminal API, enabling AI-assisted penetra…
81
65229
souldriver007
Enables semantic search of the KJV Bible and personal knowledge graph for scrip…
N/A N/A
65230
milelecars
Read-only MCP server that lets a verified client connect their own AI to their …
65231
cocodedk
Enables AI assistants to create and manage Microsoft Planner tasks, including c…
N/A N/A
65232
honestlydesign
MCP server that enables agentic control of the Etch builder via a Chrome extens…
N/A N/A
65233
NivaucchuRabuessa
A minimal Model Context Protocol server template demonstrating basic implementa…
81
65234
borderlessboy
Enables natural language search and analysis of arXiv academic papers with AI-p…
65235
hdyrawan
A self-hosted Microsoft Teams MCP server that serves as an agnostic human-in-th…
65236
karimsamir897
A remote MCP server that can be deployed on Cloudflare Workers, using OAuth aut…
65237
pyzack
Enables querying batch status, traceability, and compliance through natural lan…
65238
ivkond
Memoria Claim
A self-hosted memory backend for MCP clients, providing tools for storing, sear…
65239
marian-kamenistak
Engineering leadership benchmarks, 1:1 playbooks, developer value calculator. 3…
65240
project-purupuru
Enables querying the Purupuru universe codex programmatically, including charac…
N/A N/A
65241
c3-yang-song
Estimates GPU requirements, training/inference costs, and cloud-vs-on-prem TCO …
N/A N/A
65242
arispay-inc
Enables AI agents to call paid APIs and settle HTTP 402 payment challenges with…
N/A N/A
65243
leonidahqadmin-cell
x402-starter Claim
Enables AI agents to pay-per-call for Cloudflare Worker APIs using USDC micropa…
65244
cerebrixos-org
Fine-tune LLMs on code repos — autocomplete (Cody/QLoRA) and bug-fix (SIERA) ag…
N/A N/A 83
65245
spalit2025
Enables AI assistants to discover and manage arXiv papers by searching for pape…
N/A N/A
65246
win8428
Enables cold email marketing automation with campaign management, lead tracking…
65247
Haustorium12
24klabs-mcp Claim
AI code analysis tools that plug into Claude Code, Cursor, VS Code, and any MCP…
65248
tedahn
Enables persistent memory storage and retrieval for AI conversations using Mem0…
81
65249
AshMet
vibemap-mcp Claim
Load & create VibeMap product specs from your coding agent; sync build progress.
N/A N/A
65250
Temple-of-Epiphany
IMAP MCP Pro Claim
Production IMAP & SMTP for Claude: multi-account email search, triage, send, an…
N/A N/A
Showing 65201–65250 of 66301 servers