MCP Server Quality Scores

Independent quality analysis of 59385 public MCP servers

59385
Discovered
29896
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59301
jbmurphy
MCP VRBO Claim
Enables searching and retrieving VRBO vacation rental listings using browser au…
81
59302
ry-ops
Enables to perform mathematical calculations, retrieve weather information, and…
N/A N/A
59303
LionelHao
MCP server for PromptHub. Enables publishing, fetching, listing, updating, and …
59304
aris-md
aris-md/mcp Claim
A minimal, well-structured MCP server implementation for learning and experimen…
81
59305
dhyabi2
MCP server for NANO cryptocurrency operations, enabling AI agents to generate w…
59306
dkeeno
An MCP server for generating Kubernetes manifests (deployments, services, confi…
N/A N/A
59307
polskidegen
MCP server for Hyperliquid that provides read-only on-chain wallet analytics. E…
59308
Bigabou007-dev
x402-md-mcp Claim
Enables extracting clean Markdown from any webpage by paying $0.005 USDC per ca…
59309
Desko77
MCP server for generating, validating, converting, and searching managed 1C:Ent…
59310
mafzaal
Enables text-to-speech conversion using ElevenLabs API with voice management, s…
59311
kongyo2
This MCP server provides detailed GitHub repository information by integrating …
81
59312
mcp-research
mysql-mcp Claim
Enables AI agents to query and manage MySQL databases through a structured MCP …
59313
gary109
A secure, read-only MCP server for browsing and searching files in a specified …
N/A N/A
59314
hillerliao
Enables querying index valuations (PE, PB, etc.) for 63 Chinese stock indices, …
N/A N/A
59315
@joeleesuh
mcp-simple-server Claim
N/A N/A 95
59316
TheWhykiki
An MCP server that enables Claude and other clients to generate, animate, and s…
59317
codmir
mcp Claim
AI-powered task execution, tickets, sprints, error debugging, and desktop contr…
N/A N/A
59318
KeyFlo-ai
kb-gateway Claim
HTTP MCP gateway for a learning corpus that enables remote agents to perform se…
59319
solnera
MCP Gateway Claim
A Home Assistant custom integration that provides standalone MCP server endpoin…
N/A N/A
59320
vredrick
Enables intelligent access to React Native Godot documentation, examples, API r…
81
59321
NoahMcGraw
wave-mcp Claim
Provides 54 tools across 10 categories for Wave Accounting, enabling invoicing,…
59322
BakeMark
A drop-in replacement for mcp-memory-duckdb with full concurrent access support…
N/A N/A
59323
pythondev-pro
PyForge IDE Claim
Enables Python code execution in a sandboxed environment with virtual file syst…
N/A N/A 95
59324
justlend
An MCP server enabling AI agents to interact with JustLend DAO on TRON for lend…
N/A N/A
59325
carlosgutierrezch
Enables querying, exploring, and interacting with Azure SQL databases through M…
N/A N/A
59326
strvmarv
total-recall Claim
Persistent, cross-tool memory for AI coding assistants, enabling context retent…
59327
mobile.psy.div3r
clou Claim
N/A N/A 95
59328
tatianathevisionary
Enables AI agents to search, browse, and retrieve articles from the Wealthsimpl…
59329
ozgureyilmaz
Enables efficient code execution in a secure sandbox with 98.7% token reduction…
N/A N/A 95
59330
rowbradley
A minimal MCP server for creating and updating Google Docs from markdown.
N/A N/A
59331
alevizio
globestudio Claim
MCP server for GlobeStudio.
59332
Michael-Obele
DocShark Claim
DocShark is an MCP server that scrapes and indexes documentation websites, enab…
N/A N/A
59333
shubham-01-star
A privacy-first memory layer for AI that securely bridges local knowledge with …
N/A N/A
59334
rlhf-loop
thumbgate Claim
81
59335
pansapiens
An MCP server that provides tools for searching and fetching protein data from …
59336
Microtechusa
Enables interaction with the HaloPSA API for managing tickets, clients, assets,…
N/A N/A
59337
elfenlieds7
Enables AI assistants to generate photorealistic 3D scenes, indoor environments…
N/A N/A 95
59338
MillCityAI
A minimal reference implementation of an MCP server that responds with "Hello, …
81
59339
Elzehorn
MCP server for VkusVill grocery store, enabling product search, details retriev…
N/A N/A
59340
pmboxbiz
mcp-ssh-live Claim
Interactive, streaming SSH tool for LLM agents that enables spawning long-runni…
N/A N/A
59341
DevRico003
Provides AI agents and coding assistants with image generation and editing capa…
59342
OldJii
Enables AI assistants to review GitHub and GitLab pull requests and merge reque…
59343 N/A N/A 95
59344
m-HLPR
An unofficial MCP server that integrates Freelo project management with AI assi…
59345
obrien-matthew
mcp-garmin Claim
MCP server for Garmin Connect that provides read-only access to daily health me…
N/A N/A
59346
bruchris
TypeScript MCP server for Canvas LMS — 115 read+write tools across 17 domains.
N/A N/A
59347
indoor
everguide Claim 1
MCP server for accessible indoor navigation and building management. Query buil…
81
59348
KeisukeShima
mcp-jama Claim
Enables Claude to interact with JAMA Cloud (Jama Connect) for project managemen…
59349
theYahia
paymongo-mcp Claim
MCP server for PayMongo payment gateway (Philippines). Supports payment intents…
59350
xcatcher-remote-mcp
x402 Claim
N/A N/A 95
Showing 59301–59350 of 59385 servers