MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65201
MuhammadIshaqSkd
A basic MCP server demonstrating tool registration and SSE transport, enabling …
— ○ ⏳ — N/A N/A — — —
65202
zent7x
mcp-guard Claim
Adds security capabilities like port scanning, TLS inspection, DNS enumeration,…
— ○ ⏳ — N/A N/A — — —
65203
iflow-mcp
Enables searching documents in Gallica, the digital library of the Bibliothèque…
— ○ ⏳ — — — — — —
65204
AllRates-Today
Provides real-time foreign-exchange rates, historical data, and multi-currency …
— ○ ⏳ — — — — — —
65205
Abdulkereem
Aza MCP Claim
Enables AI assistants to buy airtime and data, check wallet balance, list data …
— ○ ⏳ — — — — — —
65206
GreyNoise-Intelligence
MCP server for GreyNoise threat intelligence, enabling IP analysis, GNQL querie…
— ○ ⏳ — — — — — —
65207
Zeke-777
A Word document processing MCP server that exposes a single tool (docx_process)…
— ○ ⏳ — N/A N/A — — —
65208
michelebergo
Enables AI assistants to control Saleae Logic analyzers, capture and analyze di…
— ○ ⏳ — N/A N/A — — —
65209
chaodongzhang
Exposes the local Gemini CLI as an MCP stdio server, providing tools for prompt…
— ○ ⏳ — N/A N/A — — —
65210
rankin-works
A read-only Model Context Protocol server for Vetroscope that provides LLMs wit…
— ○ ⏳ — N/A N/A — — —
65211
marianfoo
Provides ABAP developers with unified search, document retrieval, feature matri…
— ○ ⏳ — N/A N/A — — —
65212
deswong
openhab Claim
MCP server for OpenHAB v5+ that exposes the entire REST API as tools for AI mod…
— ○ ⏳ — — — — — —
65213 — ○ ⏳ — N/A N/A — 95 —
65214
Floppydata
Lets agents fetch web data and manage rotating proxies through the Floppydata A…
— ○ ⏳ — — — — — —
65215
cyj0920
An MCP server that provides comprehensive debugging capabilities for J-Link deb…
— ○ ⏳ — N/A N/A — — —
65216
MGhunch
dot-mcp Claim
Relays job-setup and todo actions from Claude to the Dot Hub, enabling job crea…
— ○ ⏳ — — — — — —
65217
keepondream
Provides vocabulary query functions including synonyms, antonyms, hypernyms, hy…
— ○ ⏳ — N/A N/A — — —
65218
jaakkokorhonen
froide-mcp Claim
MCP server for the Froide FOI platform. Exposes Froide's REST API as MCP tools …
— ○ ⏳ — — — — — —
65219
tomasonjo
Automatically discovers vector indexes in a Neo4j database and exposes each as …
— ○ ⏳ — N/A N/A — — —
65220
maqitong
hist-bridge Claim
Enables listing and continuing conversations from Claude Code, Codex, Cursor, a…
— ○ ⏳ — N/A N/A — — —
65221
lemenkov
mcp-sandbox Claim
Execute scientific scripts (R, Python, GMT, LaTeX, Octave, Julia, etc.) in isol…
— ○ ⏳ — N/A N/A — — —
65222
zfy465914233
Lore Agent Claim
A self-improving knowledge agent that provides local retrieval, web research, a…
— ○ ⏳ — — — — 81 —
65223
aiguicai
通过企业微信官方邮件API发送普通邮件,并支持查询邮箱信息,兼容stdio、sse和streamable-http传输方式。
— ○ ⏳ — N/A N/A — — —
65224
rishi-banerjee1
The control plane for AI prompts that scores, enforces policy, locks config, an…
— ○ ⏳ — N/A N/A — — —
65225
joschi655
An MCP server that gives orchestrator agents fine-grained control over interact…
— ○ ⏳ — N/A N/A — — —
65226
SocietyCamarai
n8n-mcp Claim
Enables AI models to manage workflows, credentials, nodes, templates, and monit…
— ○ ⏳ — N/A N/A — — —
65227
Danksai
A minimal template for deploying Model Context Protocol servers on Render with …
— ○ ⏳ — — — — — —
65228
MarioMillet2b
Odoo MCP Claim
An MCP server that connects to any Odoo 16+ database using existing credentials…
— ○ ⏳ — — — — — —
65229
kevinkiklee
MCP server that enables Claude Code to generate images using Google's Gemini im…
— ○ ⏳ — — — — — —
65230
tinqiao-oss
Physical USB HID keyboard/mouse control via a Raspberry Pi Pico 2 running open-…
— ○ ⏳ — N/A N/A — — —
65231
gkanogiannis
An MCP server that interfaces with Gigwa for genotyping data import, analysis, …
— ○ ⏳ — N/A N/A — — —
65232
Pranjalde95
Provides tools for vehicle service search, mechanic matching, and booking gener…
— ○ ⏳ — — — — — —
65233
gauravsaini
Provides AI assistants with comprehensive access to Gluestack UI components, so…
— ○ ⏳ — — — — — —
65234
mikeh-22
A Model Context Protocol (MCP) server that lets AI assistants interact with Tra…
— ○ ⏳ — — — — — —
65235
keppy
Charmnomicon Claim
Publish, find, and use small web apps with humans and other agents, and leave e…
— ○ ⏳ — — — — — —
65236
The-Relational-Technology-Project
Hosted MCP gateway to the RTP global commons of neighborhood practice and relat…
— ○ ⏳ — N/A N/A — — —
65237
serenmind
A standalone MCP server for exploring the weclapp REST API v2, providing offlin…
— ○ ⏳ — — — — — —
65238
shemix-netizen
Exposes tools to create and list tasks by wrapping a REST API, enabling LLMs to…
— ○ ⏳ — N/A N/A — — —
65239
TScafeJR
A collection of MCP servers distributed as a single npm package, including mcp-…
— ○ ⏳ — N/A N/A — — —
65240
code-cheers
Enables creating a Contra-style game session that can be played inline in MCP-c…
— ○ ⏳ — — — — — —
65241
alexandrebouchez
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enab…
— ○ ⏳ — — — — — —
65242
Fieldnote-Echo
Provides local-first memory storage and retrieval with automatic embedding, vec…
— ○ ⏳ — — — — 81 —
65243
dravidsajinraj-iex
Generate professional diagrams from text descriptions using the Eraser API thro…
— ○ ⏳ — N/A N/A — 95 —
65244
shirokoweb
MCP server that integrates with LM Studio to provide a search_notes tool, allow…
— ○ ⏳ — N/A N/A — — —
65245
intake-triage
LinkRescue Claim
Broken link detection, monitoring, and AI-powered fix suggestions for websites.…
— ○ ⏳ — N/A N/A — 95 —
65246
SergioRodas
An MCP server that provides deterministic tools for AI assistants to standardiz…
— ○ ⏳ — — — — — —
65247
arthurcarlsonn
aeo-mcp Claim
An MCP server that gives AI agents tools to inspect a website's visibility to A…
— ○ ⏳ — — — — — —
65248
andrew-schreiber1
Technographics for desktop apps (like builtwith.com)
— ○ ⏳ — — — — 81 —
65249
ahmetbarut
Enables AI agents to interact with Jira Cloud, including listing boards and iss…
— ○ ⏳ — — — — — —
65250
BenjaminDuthe
Enables Claude to manage Proxmox VE infrastructure — VMs, LXC containers, snaps…
— ○ ⏳ — N/A N/A — — —
Showing 65201–65250 of 69007 servers