MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50351
attamari
Fetches web content and returns relevant chunks using RAG with semantic chunkin…
— ○ ⏳ — N/A N/A — — —
50352
Pushin-Pay
mcp Claim
MCP oficial da PushinPay: cobranças PIX, consulta de transações e saldo via IA.
— ○ ⏳ — N/A N/A — — —
50353
mazamaka
Measured latency & uptime for AI inference APIs, by region. Exposes a get_ai_ap…
— ○ ⏳ — — — — — —
50354
bhakti259
Enables natural language expense tracking and management via Claude Desktop, su…
— ○ ⏳ — N/A N/A — — —
50355
wgarrido
MCP Browser Claim
MCP server that lets AI assistants browse the web through your real Chrome with…
— ○ ⏳ — N/A N/A — — —
50356
sovantica
engrava Claim
MindQL queries, hybrid search, and a thought graph - read/write memory for AI a…
— ○ ⏳ — N/A N/A — — —
50357
BadRooBot
my_test Claim
Get current weather for any city and create images from your prompts. Streamlin…
— ○ ⏳ — N/A N/A — 95 —
50358
TronLink
Enables AI agents to interact with the TRON blockchain through browser automati…
— ○ ⏳ — N/A N/A — — —
50359
canopy-api
Canopy API Claim
Amazon product API & MCP server: search, prices, reviews, sellers, deals, and A…
— ○ ⏳ — — — — — —
50360
noahshrader
Enables AI agents to search, read, create, and append Apple Notes using MCP too…
— ○ ⏳ — N/A N/A — — —
50361
renatco
ClickUp MCP Claim
Enables AI assistants to interact with ClickUp workspaces through natural langu…
— ○ ⏳ — — — — 81 —
50362
carllapierre
SpotifyMCP Claim
Enables creating and searching Spotify playlists through natural language using…
— ○ ⏳ — — — — — —
50363
scoritz
Enables AI-powered infrastructure management of JavaScript applications via nat…
— ○ ⏳ — — — — 81 —
50364
HA2614
Provides project management capabilities through terminal, web UI, or MCP stdio…
— ○ ⏳ — N/A N/A — — —
50365
dmytro-yemelianov
Barvinca MCP Claim
Inspect ACC administration data and run bounded, approval-gated bulk user workf…
— ○ ⏳ — — — — — —
50366
Google Drive Claim 2
Google Drive integration with file operations, folder navigation, search, and s…
— ○ — N/A N/A — 61 —
50367
aicommander
AI Commander Claim
AI Commander is a remote shell for AI agents. It lets an MCP client (Claude, Co…
— ○ ⏳ — — — — 81 —
50368
rillsoft
MCP server built into Rillsoft Project 10 for multi-project resource planning (…
— ○ ⏳ — N/A N/A — — — C
50369
tomfrenzel
MCP server for HortusFox self-hosted plant management system, exposing 38 tools…
— ○ ⏳ — — — — — —
50370
bigrock776
A sophisticated MCP server providing advanced memory capabilities with RAG, hal…
— ○ ⏳ — N/A N/A — 95 —
50371
cenmiao
A Model Context Protocol server for unified database access and management, sup…
— ○ ⏳ — N/A N/A — — —
50372
theYahia
MCP server for Factura.uz electronic invoicing system (Uzbekistan). Supports cr…
— ○ ⏳ — N/A N/A — — —
50373
bonigarcia
[WIP] Context engineering: the art and science of shaping context-aware AI syst…
— ○ ⏳ — N/A N/A — — —
50374
Para-FR
A minimal TypeScript MCP starter server that counts words and characters, ready…
— ○ ⏳ — N/A N/A — — —
50375
karimodm
angr-mcp Claim
Exposes angr binary-analysis capabilities (symbolic execution, taint analysis, …
— ○ ⏳ — N/A N/A — — —
50376
7ossamfarid
mcp-mindmesh Claim
Manages multiple Claude 3.7 Sonnet instances in a quantum-inspired swarm to pro…
— ○ ⏳ — — — — — —
50377
uuina
Enables OCR processing of local files and public URLs using Mistral OCR. Provid…
— ○ ⏳ — N/A N/A — — —
50378
AsafViana
Enables importing, managing, and using Markdown skills from GitHub repositories…
— ○ ⏳ — N/A N/A — — —
50379
noveldig
MCP server for automatically publishing text, image, and video notes to Xiaohon…
— ○ ⏳ — N/A N/A — — —
50380
junter1989k-ai
UK shipping labels for AI agents: buy Royal Mail Tracked and more, track and re…
— ○ ⏳ — — — — — —
50381
stefanoamorelli
Enables MCP clients like Claude Code to execute Ember CLI commands directly in …
— ○ ⏳ — N/A N/A — 95 —
50382
zhanpu89
Provides persistent session memory for AI assistants, enabling them to store, s…
— ○ ⏳ — — — — — —
50383
chunfangzou8-lang
MCP server for a text-based fishing game that allows Claude to play remotely vi…
— ○ ⏳ — — — — — —
50384
sunglc
Credential resilience for AI agents, providing AES-256 encrypted storage, autom…
— ○ ⏳ — N/A N/A — — —
50385
douglac
Enables users to search and discover upcoming tech events, conferences, and mee…
— ○ ⏳ — — — — 81 —
50386
vineethwilson15
semamerge ⚡ Claim
MCP server that detects semantic (non-textual) merge conflicts between Git bran…
— ○ ⏳ — N/A N/A — 95 —
50387
brendan-ch
Enables interaction with Canvas LMS courses and assignments directly from your …
— ○ ⏳ — — — — 81 —
50388
prime001
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
— ○ ⏳ — — — — — —
50389
Sandeep-Petwal
MCP Server Claim
This MCP server provides tools like weather lookup and follows the Model Contex…
— ○ ⏳ — — — — — —
50390
Malnati
Mermaid to assets. Source code to maps. MCP for agents.
— ○ ⏳ — N/A N/A — — —
50391
Aditya251610
OpenTool Claim
OpenTool is an MCP server that provides AI agents with secure, authenticated ac…
— ○ ⏳ — — — — — —
50392
lazymac2x
Cloudflare Workers MCP server: agent-trace-auditor
— ○ ⏳ — — — — — —
50393
Divedesign
Enables AITuber systems to connect to the ELYTH social platform, allowing them …
— ○ ⏳ — N/A N/A — 95 —
50394
esteban.job
test Claim
— ○ ⏳ — N/A N/A — 95 —
50395
calvarado2004
Verify-and-repair secure-coding harness that generates, hardens, audits, and sc…
— ○ ⏳ — N/A N/A — — —
50396
dormonbear
Enhanced MCP server for interacting with Salesforce orgs, featuring concurrency…
— ○ ⏳ — — — — — —
50397 — ○ ⏳ — N/A N/A — 95 —
50398
GeerMrc
A standalone MCP Tool Registry server providing generic tool search and discove…
— ○ ⏳ — N/A N/A — — —
50399
leonavevor
A unified MCP server providing a single entry point to comprehensive travel pla…
— ○ ⏳ — — — — — —
50400
MagnusNilsson
Integrates Trello with Claude Code for advanced project planning and task manag…
— ○ ⏳ — — — — — —
Showing 50351–50400 of 69199 servers