MCP Server Quality Scores

Independent quality analysis of 50632 public MCP servers

50632
Discovered
29751
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50451
gamladz
Query your Surfa Analytics data using natural language through Claude Desktop, …
50452
rawr-ai
This MCP server extracts entities and relationships from text and stores them i…
50453
Scottcjn
An MCP server that takes a text prompt and automatically generates a 3D model t…
N/A N/A
50454
zeph-to
MCP server for AI agents to send notifications, copy to clipboard, request conf…
50455
koosty
yacy-mcp Claim
Enables AI applications to perform web searches using a YaCy search engine inst…
50456
vanthienha199
Tracks AI agent token usage and spending in real time, with budget alerts, per-…
N/A N/A
50457
belsar-ai
joplin-mcp Claim
Model Context Protocol (MCP) server for Joplin note-taking app, enabling AI to …
N/A N/A
50458
Azure-Samples
Enables face detection and recognition in Agentic AI workflows using Azure Face…
50459
firasmj
A Model Context Protocol server that enables AI agents to programmatically crea…
N/A N/A
50460
Raroford32
zim Claim
N/A N/A 95
50461
Docuplete
Docuplete automates document completion for businesses — PDF templates, client …
50462
macbeth76
Provides comprehensive desktop automation capabilities including AI-powered vis…
N/A N/A 95
50463 N/A N/A 95
50464
idealizing
Provides image analysis, inspection, cropping, OCR, and comparison capabilities…
50465
TheNextGenNexus
Get real-time stock quotes, historical data, and compare stocks via Yahoo Finan…
N/A N/A 83
50466
Alweather-Anurag
ottasia Claim
Where to watch X in Y? 30 Asian and Middle Eastern streaming markets, via Claud…
50467
elfenlieds7
Enables AI assistants to generate photorealistic 3D scenes, indoor environments…
N/A N/A 95
50468
nickymitnick
MCP server for Probo print-on-demand — search products, configure orders, track…
N/A N/A 83
50469
john-walkoe
A high-performance MCP server for the USPTO Patent File Wrapper API with contex…
N/A N/A
50470
donghunee
Hello Claim
Create quick, personalized greetings for people or teams. Use it to add a frien…
N/A N/A 95
50471
cuonghapvn
A secure-by-default MCP server for Ghost CMS that enables content management, s…
50472
raheeltanvir
Connects Claude to the Ticketmaster API to let users discover local events by c…
50473
temurkhan13
Token-cost telemetry for OpenClaw, queryable from Claude or any MCP-aware agent…
N/A N/A
50474
GonzaloRando03
MCP server for Redmine project management, enabling tools for managing projects…
50475
gigimento
MCP-based production monitoring agent for manufacturing OEE, providing real-tim…
50476
retospect
sortie-mcp Claim
Campaign orchestration MCP server for AI agents — dependency DAGs, parallel fan…
50477
apiclaw
Real-time Amazon data API built for AI agents. 200M+ products, 1B+ reviews, liv…
81
50478
Asadullayev06
A Telegram integration for Claude, Cursor, and other MCP-compatible clients. It…
50479
s-h-u-h-a-r-i
firebase-mcp Claim
A Model Context Protocol server that exposes Firebase Firestore and Authenticat…
50480
tgambet
A Node.js port of the official Fetch MCP server that enables LLMs to fetch and …
50481
Gitmaxd
An MCP server that enables AI assistants to manage Context Repo prompts, docume…
N/A N/A
50482
diganto-deb
A file organization MCP server that safely categorizes and manages files in all…
N/A N/A
50483
mgrantley
An MCP server that gives AI agents access to US business entity data, enabling …
50484
jasionchen-coder
Modular monolithic FastAPI shared AI service platform providing config center, …
50485
josefdc
Enables AI agents to interact with Odoo ERP to perform sales tasks such as sear…
50486
ForeverJin
Enables LLMs to interact with embedded devices by reading and writing Segger RT…
N/A N/A
50487
davenicoll
Enables AI-powered management of Google Keep notes, including search, create, u…
50488
maqi1520
Converts Markdown content into beautifully designed knowledge cards with custom…
50489
kritsxxxiva-sudo
n8n-mcp Claim
N/A N/A 95
50490
Seboostian02
An MCP server for playing the Italian card game Scopa, supporting 2-4 players, …
50491
ericlimabr
mcp-context Claim
Local MCP server that provides semantic search (RAG) over code repositories, en…
N/A N/A
50492
iflow-mcp
MCP server for extracting text from PDF files, supporting local files and URLs.
50493
kaizen-org
Exposes OpenAPI endpoints as MCP tools, enabling LLMs to discover and interact …
50494
badchars
Cloud security audit tools for AI agents that provide direct access to cloud AP…
50495
dan94k
Utilitários para desenvolvedores brasileiros — CPF, CNPJ, CEP, telefone, moeda,…
N/A N/A
50496
emailens-mcp
emailens-mcp Claim
# @emailens/mcp MCP server for email compatibility analysis. Analyze, preview,…
81
50497
JesusGarcia9009
lethe Claim
Context GC for LLM agents: offload large tool outputs and recall them to save t…
N/A N/A
50498
arifszn
reminder-mcp Claim
Enables scheduling and triggering reminders delivered via Slack or Telegram thr…
50499
jsynowiec
airly Claim
Enables natural language interaction with air quality data from Airly, includin…
50500
Picaresco
Enables read-only querying and diagnostics of Fortigate firewalls via SSH, prov…
N/A N/A
Showing 50451–50500 of 50632 servers