MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44351
rnd-pro
Multi-agent orchestration server that enables parallel task delegation, sequent…
N/A N/A
44352
pipeworx-io
MCP server that provides access to NOAA Tides & Currents data including tide pr…
44353
pipeworx-io
Enables AI agents to interact with Microsoft 365 Outlook Mail, allowing email o…
44354
davidcumming
fhir-ig-rag Claim
Provides FHIR Implementation Guide facts via MCP tools, enabling querying of mu…
44355
shaneholloman
An intelligent MCP server that provides tools for code analysis using OpenAI AP…
N/A N/A
44356
gabrielmahia
elimu-mcp Claim
MCP server for Kenya education — school registry, KCSE/KCPE results, HELB stude…
N/A N/A
44357
takafu
repl-mcp Claim
Enables creation and management of persistent REPL sessions for various languag…
N/A N/A
44358
tulaman
Fetches your YouTube Watch Later playlist using yt-dlp with browser cookies, by…
N/A N/A
44359
DasDarki
PixelLabRat Claim
MCP server for generating style-consistent pixel art assets from PixelLab API, …
N/A N/A
44360
xgr-network
An MCP server providing AI-native access to XGR blockchain data, enabling queri…
44361
willerxar-cmyk
Enables AI assistants to control Unreal Engine through a native C++ Automation …
N/A N/A
44362
dss99911
Enables AI assistants to manage Obsidian tasks with full CRUD operations, query…
N/A N/A
44363
takurot
Enables querying Utsunomiya city's open datasets using natural language, with f…
44364
shawntyn
A weather simulation MCP server that provides deterministic mock weather data f…
44365
locomotive-agency
Enables AI assistants to query Google Analytics accounts, properties, and run r…
44366
friendlygeorge
Provides MCP tools to query Etherscan for Ethereum blockchain data—ETH balances…
N/A N/A
44367
Rockfish-Data
Enables interaction with the Rockfish AI platform for synthetic data generation…
44368
dmayan-ss
mcflux Claim
Read-only MCP server for InfluxDB v1 that lets Claude query and explore time-se…
44369
shuizhengqi1
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
N/A N/A
44370
liuhaotian2024-prog
gov-mcp Claim
An MCP server that enforces runtime governance on AI agent actions — file acces…
N/A N/A
44371
headlohq
headlo-mcp Claim
MCP server that provides Claude Desktop and Claude Code with access to Headlo c…
44372
dillan
An MCP server that lets an AI assistant look at your boat's Signal K data and h…
N/A N/A
44373
vvooki-sys
Loomem Claim
{ "mcpServers": { "loomem": { "command": "loomem-cli", "args": ["mcp-stdio", "-…
44374
KannaKim
Enables AI agents to inspect and query PostgreSQL databases safely, with featur…
44375
SinuxDev
A token-efficient, codebase-aware AI agent runtime that provides MCP tools for …
N/A N/A
44376
freegamestore-online
Enables building, publishing, and improving PWA games from your editor by scaff…
44377
adologyai
Adology AI Claim
Perplexity for social: ask what competitors are running across social and get a…
44378
tensflare
truss-mcp Claim
Truss MCP Server enables cross-organization evidence coordination via the Model…
44379
acoyfellow
Deploys an open-source integration layer for AI agents (Executor) to Cloudflare…
44380
resumeoptimizerpro
Resume Optimizer Pro is resume building and optimization software that enhances…
81
44381
MLMecham
wyt-mcp Claim
Game master MCP server for a time-loop dungeon RPG, managing game state, dice r…
N/A N/A
44382
scottyphillips
Enables control of ECHONETLite home automation devices like air conditioners an…
N/A N/A
44383
pavex
Enables token-efficient web reading and HTTP requests for MCP agents, with tool…
44384
rishibajaj-Prodman
Provides a change-intelligence layer for BIM models, enabling diff analysis of …
N/A N/A
44385
jason-bourne-gg
Exposes Aniket Charjan's resume as a queryable API for AI assistants, implement…
N/A N/A
44386
SerenaMichaels
A Julia-based MCP server providing tools for database operations, file manageme…
44387
kira4094
Enables image understanding using Doubao vision models via MCP, supporting loca…
44388
rayss868
An agent gateway that aggregates multiple local MCP servers into a single MCP e…
44389
mde1
Enables AI assistants to execute SQL queries and inspect PostgreSQL database sc…
44390
caliper
Occam Claim
Occam is an MCP server that discovers mathematical equations from numerical dat…
81
44391
klutometis
srs-mcp Claim
Enables agents to perform spaced-repetition learning with FSRS scheduling, incl…
44392
ramoira
Exposes the Ramoira brand schema specification as MCP tools and resources, enab…
44393
andysom25
CodeGraph Claim
Supercharges AI coding agents with semantic code intelligence, providing pre-bu…
N/A N/A
44394
onigetoc
A robust MCP server with tools to search, install, configure, repair, and unins…
N/A N/A
44395
jeffbai996
ibkr-mcp Claim
An MCP server that turns Interactive Brokers into a question-answering portfoli…
N/A N/A
44396
Daily-AC
A social protocol for AI agents to communicate with each other through a centra…
N/A N/A
44397
Akshat2190
A self-hosted memory layer for Claude using plain markdown files, enabling pers…
44398
justlend
An MCP server enabling AI agents to interact with JustLend DAO on TRON for lend…
N/A N/A
44399
sikulovi-s-r-o
seoradar-mcp Claim
Enables SEO audits and URL monitoring via the SEO Radar API from any MCP-compat…
44400
Ansvar-Systems
Enables searching and bidirectional mapping of 1,451 security controls across 2…
Showing 44351–44400 of 67197 servers
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