MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 1 hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42451
cybrlou
Enables AI agents to send emails via Microsoft 365/Office 365 using app-only au…
42452
esdraelon
A small MCP server that scrapes and returns semantic event data from configured…
N/A N/A
42453
syh52
Enables Claude Code to generate, edit, blend, and create variations of images u…
42454
cobalt Claim 1
Read or write a Cobalt Capture visual product review — notes plus annotated scr…
67
42455
Tavaresiqueira
Enables AI assistants to query personal Duolingo metrics such as daily XP, sess…
N/A N/A
42456
hkopenai
Enables querying of current A\&E waiting times, specialist outpatient waiting t…
42457
0xatrilla
Local macOS MCP server and setup app for Apple apps
N/A N/A
42458
benethos-hub
MCP server that exposes Yahoo Finance data through tools for searching instrume…
42459
memblin
nats-chat Claim
An MCP server for inter-session communication between Claude Code instances usi…
42460
AarushiG09
Enables appending text to Google Docs and creating Gmail drafts with interactiv…
N/A N/A
42461
sagar25k
Provides safe, structured access to an IBM z/OS mainframe through natural langu…
N/A N/A
42462
xxyyue
Headless MCP server for IDA Pro enabling on-demand database loading and program…
N/A N/A
42463
mikeysrecipes
Enables management and inspection of webhook tokens (URLs) and incoming request…
N/A N/A
42464
ASTLY123
Enables writing text content to Markdown files with folder organization and ove…
N/A N/A
42465 N/A N/A 95
42466
rick001
MCP server for Spice Garden demo restaurant that enables querying orders, inven…
N/A N/A
42467
marcodavidd020
Persistent code-knowledge memory across AI chat sessions, caching code understa…
N/A N/A
42468
KeeVeeG
Godot MCP Claim
Godot MCP connects AI assistants directly to the Godot editor, exposing 300+ to…
N/A N/A
42469
Direction6275
MCP server that gives LLMs live access to warcraft.wiki.gg API documentation wi…
42470
nathanielecon
arrivia-recs Claim
Provides AI-driven, partner-aware travel recommendations with auditability, int…
42471
Leejinhoe
A Korean-centric MCP server that detects promise and schedule conflicts before …
42472
pipeworx-io
mcp-geohash Claim
Encode latitude/longitude to geohash strings and decode geohashes to coordinate…
42473
apache
An MCP server for OpenServerless that exposes action tools for creating, invoki…
N/A N/A
42474
genesis-bun
Minimal template for building Model Context Protocol servers with Bun and TypeS…
N/A N/A
42475
microservices-sh
mcp Claim
MCP server for microservices.sh: inspect verified Cloudflare-native modules/tem…
42476
JackKuo666
A FastMCP wrapper server that provides API access to the ChEMBL database, enabl…
42477
drjerryrelth
GoHighLevel (GHL) MCP server. 212 tools across 43 modules including the only pr…
N/A N/A
42478
RavennaHQ
Allows LLMs to create, update, and retrieve tickets directly from the Ravenna h…
42479
ncz-os
mnemos Claim
MCP server providing persistent memory, semantic search, versioned storage, web…
42480
ksmin23
Provides Vertex AI Search for Commerce product search as a tool, enabling AI ag…
42481
stflj2022
mcp-memvid Claim
Provides long-term memory and lossless context management for Claude Code, enab…
N/A N/A
42482
seungil
Jangteo Claim
N/A N/A 95
42483
sauravtom
A safety layer and monitoring copilot for AI agents using Splunk MCP, recording…
N/A N/A
42484
ZethicTech
Plane MCP Claim
Connect Claude to your Plane workspace to manage projects, work items, cycles, …
N/A N/A
42485
jijiutong
A desktop MCP service that integrates voice assistants into Mac workflows, enab…
N/A N/A
42486
CSOAI-ORG
competitor-monitor-ai-mcp MCP server by MEOK AI Labs
N/A N/A
42487
Fast HTML MCP Claim 1
Lightning-fast HTML generation from AI agents with 15 tools, 22 components, and…
N/A N/A 81
42488
zueai
Vercel MCP Claim 1
An MCP server that provides tools for interacting with Vercel API, enabling man…
81
42489
sethswango
Converts screenshots into context-aware UI code that integrates seamlessly with…
42490
tyswi1197-boop
A minimal, tag-free personal memory system that syncs across all Claude interfa…
42491
baanish
A minimal MCP server that exposes web search via Synthetic's API, providing a s…
N/A N/A
42492
MichaelEnny
Enables AI agents to evaluate clinical AI models for adversarial robustness, pr…
N/A N/A
42493
pmxt-dev
pmxt-mcp Claim
MCP server that provides a unified prediction market API for multiple venues li…
42494
Aaditya2502
TradeMCP Claim
An MCP server that exposes trading analytics — technical indicators, portfolio …
42495
CrawlForgeDEV
CrawlForge MCP is a production-ready MCP server that gives AI agents the power …
81
42496
choijay0310-spec
Enables users to manage wedding preparation tasks including timeline generation…
42497
gabrielmahia
county-mcp Claim
Provides access to Kenya 47-county local government data, including demographic…
81
42498
TrueNorthIT
bigmac-mcp Claim
A small MCP server that turns a shared Ollama box into a team resource for Clau…
42499
CDiT-dev
MCP server for Watermelon.ai that exposes all 13 public API endpoints as tools,…
N/A N/A
42500
dpaula
A secure MCP server that exposes local repository context to ChatGPT/Codex with…
N/A N/A
Showing 42451–42500 of 66534 servers
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