MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57001
pipeworx-io
Enables searching, querying, and metadata retrieval for Réunion Open Data datas…
— ○ ⏳ — — — — — —
57002
AztecProtocol
Provides local access to Aztec documentation, examples, and source code via clo…
— ○ ⏳ — — — — — —
57003
G-karthick0501
Connects Claude Desktop to a Google Colab runtime via ngrok for remote Python e…
— ○ ⏳ — — — — — —
57004
parorav247-art
galaxy-mcp Claim
Live MCP server for the Galaxy vault. Lets Claude (mobile/web) and other chat i…
— ○ ⏳ — — — — — —
57005
tw-haiven
Connects AI tools to your organization's Haiven prompts, allowing seamless acce…
— ○ ⏳ — N/A N/A — — —
57006
jbeker
calendar-mcp Claim
Provides read-only access to calendar events from iCal feeds, enabling agents t…
— ○ ⏳ — N/A N/A — — —
57007
maxliven
Enables Claude Code to leverage Chinese LLMs for multimodal tasks including ima…
— ○ ⏳ — — — — — —
57008
zer0-kr
Unified MCP server integrating NIST and OWASP security frameworks with live vul…
— ○ ⏳ — — — — — —
57009
fabdendev
Ferret MCP Claim
An MCP server that extracts complete knowledge from any codebase — architecture…
— ○ ⏳ — N/A N/A — — —
57010
YaBoom
An experimental MCP server that enables Claude Code to execute DevOps tasks suc…
— ○ ⏳ — N/A N/A — — —
57011
Nimistu
Estonian Business Register: companies, people, beneficial owners, trademarks. F…
— ○ ⏳ — — — — — —
57012
pghoya2956
Enables AI assistants to securely access and manage Google Drive files and Goog…
— ○ ⏳ — N/A N/A — — —
57013
egig
linkedin-mcp Claim
A local MCP server that lets Claude log in to LinkedIn and publish image posts …
— ○ ⏳ — N/A N/A — — —
57014
matthiastjong
Shellgate Claim
A secure gateway that lets AI agents interact with APIs and SSH servers via sco…
— ○ ⏳ — — — — — —
57015
VisualSentinel
Six-layer website monitoring (uptime, performance, SSL, DNS, visual regression,…
— ○ ⏳ — — — — — —
57016
optimize-overseas
asana-mcp Claim
MCP server for the Asana API that allows AI agents to read and optionally write…
— ○ ⏳ — — — — — —
57017
jiebang-tools
Offers 29 free tools for text processing, AI-powered generation, SEO optimizati…
— ○ ⏳ — — — — — —
57018
gzileni
Implements the Model Context Protocol for managing, ingesting, and querying str…
— ○ ⏳ — N/A N/A — — —
57019
FoundryNet
Domain & brand intelligence: company enrichment, tech stack detection, brand re…
— ○ ⏳ — — — — — —
57020
JyotishKumarr
Super-MCP Claim
Dynamically generates MCP tools from any OData or OpenAPI spec, enabling natura…
— ○ ⏳ — — — — — —
57021
Redrock453
MCP server for integrating Metasploit Framework with Claude AI, enabling exploi…
— ○ ⏳ — N/A N/A — — —
57022
v4lheru
An enhanced Model Context Protocol server that enables AI assistants to interac…
— ○ ⏳ — — — — 81 —
57023
harshpreet931
Enables complex problem-solving through multi-modal reasoning, dynamic knowledg…
— ○ ⏳ — N/A N/A — — —
57024
fazalrshah
Airlock Claim
Enables LLM agents to safely search and fetch content from a single configured …
— ○ ⏳ — N/A N/A — — —
57025
sweetrb
This MCP server allows AI assistants to read, send, search, and manage emails i…
— ○ ⏳ — N/A N/A — — —
57026
ashishsantikari
Enables AI agents to query structured knowledge across enterprise domains (lega…
— ○ ⏳ — N/A N/A — — —
57027
Qiuerjun
An MCP server for 7-Zip archive operations (list, extract, create) with dual-en…
— ○ ⏳ — N/A N/A — — —
57028
rrred0324
A business analysis MCP server with financial data, industry modeling, valuatio…
— ○ ⏳ — — — — — —
57029
wyre-technology
An MCP server for Datto SaaS Protection, providing tools to manage cloud backup…
— ○ ⏳ — — — — — —
57030
Leanmcp
leanmcp-sdk Claim
Production-ready TypeScript SDK for MCP servers: auth, multi-tenant, observabil…
— ○ ⏳ — N/A N/A — — —
57031
mohsinmshabbir
Ask about the Saudi economy in plain English or Arabic. No API key or database …
— ○ ⏳ — — — — — —
57032
Baneado98
Enables AI agents to audit JSON Web Tokens (JWTs) and other token formats for s…
— ○ ⏳ — — — — — —
57033
cornelcroi
Enables AI assistants to save, search, and manage bookmarks with semantic searc…
— ○ ⏳ — — — — — —
57034
rafaelprimeiro
Integrates with the Mercado Livre API to enable management of sales, shipments,…
— ○ ⏳ — N/A N/A — — —
57035
bakernyc
pyhood-mcp Claim
Connect your Robinhood account to Claude Code (or any MCP client) for conversat…
— ○ ⏳ — N/A N/A — — —
57036
phiresky
factorio-mcp Claim
Enables control and inspection of a Factorio 2.0 server via RCON, with tools fo…
— ○ ⏳ — N/A N/A — — —
57037
sheikhBasit
A log analysis MCP server that enables tailing, searching, filtering, and summa…
— ○ ⏳ — N/A N/A — — —
57038
elicitly
Elicitly Claim
Human-in-the-loop for AI agents over MCP elicitation: confirm/form dialogs plus…
— ○ ⏳ — N/A N/A — — —
57039
ktmage
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
— ○ ⏳ — N/A N/A — — —
57040
nikolaymokh-dev
Read-only MCP server for Yandex Metrika analytics, enabling report retrieval vi…
— ○ ⏳ — — — — — —
57041
nuwainfo
ffl-mcp Claim
MCP server for ffl. Let AI share anything for you.
— ○ ⏳ — N/A N/A — — —
57042
dschnurbusch
mattergate Claim
A self-hostable MCP permissions gateway for legal-tech systems that connects le…
— ○ ⏳ — — — — — —
57043
shadcnspace
MCP server for Shadcn Dashboard that enables AI to discover, search, and instal…
— ○ ⏳ — N/A N/A — — —
57044
AIops-tools
Governed OPNsense + pfSense firewall ops: rules, NAT, VPN, DHCP, RCA. 35 tools.
— ○ ⏳ — N/A N/A — — —
57045
Evaan-devlops
Local-first, read-only MCP server for Claude Code that indexes and searches ful…
— ○ ⏳ — N/A N/A — — —
57046
jcdreamjc
悟道数据 Wudao Data 是面向 OpenClaw、Hermes、Claude 和自建 AI Agent 的 A股股票数据 MCP Server,提供市…
— ○ ⏳ — — — — — —
57047
mattcoatsworth
A comprehensive MCP server for interacting with the Klaviyo API, providing tool…
— ○ ⏳ — N/A N/A — — —
57048
myraffy
homelab-mcp Claim
Enables management of homelab infrastructure, including Docker/Podman container…
— ○ ⏳ — N/A N/A — — —
57049
Abhishekpendyala06
Provides comprehensive real estate market intelligence, property valuation, and…
— ○ ⏳ — — — — — —
57050
jackychen129
CyberDestiny Claim
Provides 35 MCP tools for Chinese metaphysical divination, including BaZi, ZiWe…
— ○ ⏳ — N/A N/A — — —
Showing 57001–57050 of 69111 servers