MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54501
0xYubo
Ripple-MCP Claim
A field-level semantic change impact analysis MCP server for Claude Code, enabl…
N/A N/A
54502
xixfaces
Enables agents to interact with a running Roblox game client, execute Lua code,…
N/A N/A
54503
mob-dev-org
MCP server for managing OLX.ba / PIK.ba shops, enabling listing management, cat…
N/A N/A
54504
pgupta1795
Converts OpenAPI specifications into MCP tools to access 3DSpace Engineering We…
54505
yanexr
Enables AI assistants to search for images on Wikimedia Commons, returning stru…
54506
EgmerMarketing
Starbase MCP Claim
Enables interaction with Starbase OS CRM through natural language, allowing use…
N/A N/A
54507
UPDerechoIA
up-law-mcp Claim
A template for building legal MCP servers that enforces source citation to redu…
N/A N/A
54508
davidgringras
Scrutica Claim
AI compute infrastructure intelligence: facilities, supply chains, sovereign AI…
54509
rucister
A local-first MCP server that provides fast access to OpenEMR wiki pages, users…
N/A N/A
54510
OliveriGuido
A Model Context Protocol server that lets LLM clients answer business questions…
54511
jirispilka
test-js Claim
N/A N/A 95
54512
Atomic-Mail
Atomic Mail Claim
Programmable email inbox for AI agents — JMAP, PoW auth, stdio MCP server.
N/A N/A
54513
Toconnell1976
Exposes Anthropic's Claude as 3 MCP tools (ask_claude, claude_analyze, claude_w…
54514
DACdigital
Enables interactive sales data exploration within Claude through a dynamic dash…
N/A N/A
54515
jimmy-larsson
Enables Claude Code to manage Gmail, Google Calendar, and Google Drive via a de…
54516
berntpopp
An MCP server that enables querying rare-disease data from Orphanet, including …
54517
jcosta33
swarm-mcp Claim
An MCP server that exposes Swarm's fact reconciliation to AI agents, allowing t…
N/A N/A
54518
higebu
Enables LLM agents to query Patchwork kernel patches, series, CI checks, and co…
54519
BrennanWebb
KiroStats Claim
Real-time credit usage and session tracking for Kiro IDE, reading from local st…
N/A N/A
54520
ZiAn-Su
beacon Claim
Enables AI agents to communicate with humans using notify and ask semantics, su…
N/A N/A
54521
grandmaster451
Konnect Claim
Bridges AI agents to a real browser using a persistent daemon and Chrome extens…
N/A N/A
54522
CAREEMER
appflowy-mcp Claim
A self-hosted, token-scoped Model Context Protocol server for AppFlowy. It give…
54523
x007xyz
Enables image processing operations such as resizing, format conversion, croppi…
N/A N/A
54524
Competitive pricing, ads, SEO moves, launches, reviews, and daily market briefs.
N/A N/A 81
54525
adbarc92
MCP server that gives AI coding assistants direct access to the browser — navig…
N/A N/A
54526
JulioPeixoto
MCP server for integrating with Abacate Pay API, enabling management of custome…
54527
collactivelabs
Enables AI agents to interact with the Pinterest API, allowing management of bo…
54528
suliuer
hello Claim
N/A N/A 95
54529
deflucaseng
Wraps the CourtListener API for real-time federal docket monitoring, with plugg…
54530
qdzsh
agy-ui-mcp Claim
Delegates frontend/UI refinement to Gemini via agy CLI, using iterative vision …
N/A N/A
54531
axel-belfort
AI-powered text and URL summarization API for AI agents. Extract key points fro…
81
54532
shuizhengqi1
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
N/A N/A
54533
vijaykodam
Enables safe, read-only interaction with Kubernetes clusters, allowing users to…
54534 N/A N/A 95
54535
bfhayes
Wraps the RentCast API to search houses for sale, get valuations, rent estimate…
N/A N/A
54536
digitalcore
Free service management tools — playbooks, benchmarks, and instant service heal…
81
54537
gabrielbryk
MCP server enabling AI agents to control and inspect Chrome/Arc browsers via De…
N/A N/A
54538
LeeSiHyeon711
An MCP server for analyzing creative ideas through a series of diagnostic tools…
54539
davidphc
telegram-mcp Claim
An MCP server that connects to a Telegram group chat, persists messages to a lo…
54540
ideabosque
Exposes RFQ, travel, and hospitality operations as MCP tools backed by a GraphQ…
54541
zcharako81
iiq-mcp Claim
MCP server for SailPoint IdentityIQ 8.5 that enables searching and requesting r…
54542
WormAlien
Provides image/vision support for OpenCode by routing images to any OpenAI-comp…
N/A N/A
54543
bluemot
CRAG-MCP Claim
A Model Context Protocol server that builds and queries a config-aware code gra…
N/A N/A
54544
GayathriNarayanan1610
Exposes search over internal documents and company lookup via authenticated API…
N/A N/A
54545
ldco
Provides 26 tools for Puppet Master framework operations including initializati…
N/A N/A
54546
JoelBondoux
Work-Timer Claim
An MCP server for time tracking and billing that allows freelancers to control …
N/A N/A
54547
paulogarciarego
Enables teams to share context and messages between Claude Code sessions via a …
N/A N/A
54548
MCPForgeHQ
notion-mcp Claim
MCP server for the Notion API with tools for managing pages, databases, content…
54549
YuryKabernik
MCP server providing interactive prompts for designing and reviewing microfront…
N/A N/A
54550
AugentDevs
Augent Claim
MCP server that turns any audio or video source into structured, searchable int…
N/A N/A
Showing 54501–54550 of 57357 servers