MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58301
Complete SSH terminal for Linux with AI/user control and dual-stream visibility
N/A N/A 81
58302
digitalpromptmarket-beep
DocQA MCP Claim
AI document verification: catch hallucinations, arithmetic errors, and field mi…
N/A N/A 83
58303
RectiFlex
Manage properties, companies, employees, invoices, materials, and more from Cen…
N/A N/A 95
58304
iflow-mcp
Enables searching and analyzing real H-1B visa sponsorship data from the U.S. D…
81
58305
privetin
Enables LLMs to perform semantic search and document management using ChromaDB,…
81
58306
dm7500
A self-hosted MCP server that provides read/write access to a Seafile library, …
58307
ginokino
swarmpay Claim
Payment layer for AI agents. Send USDC, manage escrows on Base blockchain.
N/A N/A 75
58308
The-Doxa-Way
Doxa MCP Claim
Christian AI for any question, in any season. Bible (BSB), grace + truth. faith…
58309
MCP server for Ordali memory: SQLite-backed project memory and governance trace…
N/A N/A 81
58310
ShunkiOgino
ask-ogino Claim
Query Shunki Ogino's public profile: his thesis, the tools he builds, and his w…
58311
Focus-GTS
eds-mcp-server Claim 1
Adobe Edge Delivery Services (AEM EDS) management with 20 tools for preview, pu…
81
58312
toruproject
Generate styled map images (PNG/SVG) for any location, with customizable color …
N/A N/A
58313
carhaix
ProxVanta Claim
Access your ProxVanta AI setup: teams, contexts, workflows, tools, and more.
58314
not-sure-w
MCP server for WHMCS — 73 tools, 10 resources, 8 prompts, simulate mode, rate l…
N/A N/A 83
58315
devrev
A Model Context Protocol server that enables searching, retrieving, creating, a…
N/A N/A 95
58316
0xruth1ezz
Enables MCP clients to control JLCPCB EDA (嘉立创 EDA) for PCB and schematic desig…
N/A N/A
58317
chrischall
homes-mcp Claim
homes.com real-estate for Claude — search, property details, photos, compare, m…
N/A N/A
58318
chenyuan35
AI Reasoning Cache & Consensus Layer with 11 MCP tools via Streamable HTTP.
58319
lqwangxg
MCP server providing tools for addition, current time, config index updates, a …
N/A N/A
58320
decline27
Enables AI agents to control Homey smart home devices, trigger flows, and query…
N/A N/A
58321
Freebeat MCP Claim 1
Freebeat MCP server for AI music videos, effects, and media uploads.
N/A N/A 69
58322
robertocirillo
Let existing MCP servers ask for missing required tool arguments through MCP el…
N/A N/A
58323
RPieterse
An MCP server that allows agents to trade through MetaTrader 5 by computing pos…
N/A N/A
58324
txagscott
roon-mcp Claim
Controls music playback on a FiiO M23 device through Roon, allowing Claude to s…
N/A N/A
58325
jianlins
navmcp Claim
A browser automation MCP server that enables web page interaction, content extr…
N/A N/A
58326
MatterAIOrg
Enables code reviews, implementation planning, and pull request generation for …
58327
PJW2004
job-search Claim
Search Korean job postings from JobKorea and Saramin by company name
N/A N/A 95
58328
RevelDigital
Enables AI assistants to manage digital signage infrastructure through the Reve…
58329
jeel00dev
Generates beautiful Excalidraw diagrams from natural language descriptions usin…
N/A N/A
58330 N/A N/A 95
58331
laddro-app
Resume tailoring, cover letters, PDF export, and job search via the Laddro Care…
58332
Create and manage Planform UML diagrams, nodes, and links. For VS Code and Curs…
N/A N/A 81
58333
johankreivi
Hello Claim
Greet people by name with a simple hello. Validate your setup and workflows in …
N/A N/A 95
58334
choreoatlas
Detect when AI code changes exceed declared task scope (MCP server).
N/A N/A
58335
ninjaone Claim 2
MCP server for NinjaONE RMM with device management, monitoring, and automation
N/A N/A 81
58336
214140846
Skillz Claim 1
An MCP server that transforms Claude-style skills and resources into callable t…
81
58337
Peru vehicle auction catalog and AVT market valuations for VMC Subastas
N/A N/A 69
58338
CSOAI-ORG
insurance-verification-mcp MCP server by MEOK AI Labs
N/A N/A
58339
steffenpharai
Skyward Claim
Enables AI agents to connect to a shared browser-based open world, where they c…
58340
axel-belfort
GDPR compliance scanner API for AI agents. Audit any website for EU data protec…
N/A N/A 95
58341
drawio
Draw.io Claim
Generates and displays interactive diagrams to visualize complex systems and wo…
81
58342
clamp
Clamp Analytics Claim 1
MCP server for Clamp—Web analytics for the agentic era, built for indie hackers…
81
58343
danieldoderlein
llm-bus Claim
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, h…
58344
agorus-ai
MCP server for the Agorus AI agent marketplace, exposing API operations as tool…
N/A N/A
58345
swastikmaiti
Enables interaction with an AI assistant powered by GPT-4o that can answer quer…
58346
Microck
MCP server for controlling a local camofox-browser instance, enabling LLM agent…
N/A N/A
58347
agent-sudo-mcp Claim 1
MCP adapter for Agent_Sudo: authorization, delegation, provenance, and audit fo…
N/A N/A 81
58348
seaser0
An open-source Model Context Protocol (MCP) server for the Open Telekom Cloud (…
58349
NewJerseyStyle
Provides a Model Context Protocol interface to interact with the classic ELIZA …
N/A N/A
58350
hopx-mcp Claim 1
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
N/A N/A 81
Showing 58301–58350 of 58579 servers