MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3301
donnel666
UART MCP Server Claim 1
Enables AI assistants to communicate with serial port devices, supporting port …
B 76 54 88 65 N/A 66 95 61
3302
Bachmann1234
Provides AI assistants with full-text search access to your Obsidian vault, all…
B 76 54 84 60 N/A 27 95 100
3303
ynivin
Waveform MCP Server Claim 1
Enables analysis of RTL waveform files (VCD, FST) through WAL (Waveform Analysi…
B 76 55 84 91 N/A 37 95 57
3304
punkpeye
A comprehensive server that enables interaction with PocketBase databases throu…
B 76 55 84 77 22 81 99
3305
rog0x
config Claim
JSON, YAML, TOML, INI config tools for AI agents
B 76 44 72 N/A N/A 40 95 90
3306
shuji-bonji
rxjs-mcp-server Claim
Execute, debug, and visualize RxJS streams directly from AI assistants like Cla…
B 76 54 78 62 N/A 58 90 89
3307
YuzeHao2023
Oura MCP Server Claim
Provides access to Oura Ring health data including sleep, readiness, and resili…
B 76 55 62 82 52 81 100
3308 B 76 54 66 58 N/A 66 95 99
3309
Echoqili
ssh-licco Claim 1
SSH Model Context Protocol Server - Enable SSH functionality for AI models
B 76 54 86 46 N/A 70 89 91
3310
gitmotion
ntfy-me-mcp Claim
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted …
B 76 55 72 71 67 81 89
3311
hovecapital
MCP server for read-only PostgreSQL database queries in Claude Desktop
B 76 54 63 56 N/A 68 95 100
3312
aicoder2009
Enables AI assistants to search, browse, and read Khan Academy's educational co…
B 76 55 72 61 70 82 95
3313
berlinbra
PolyMarket MCP Server Claim 1
Enables interaction with the PolyMarket API to fetch prediction market data suc…
B 76 55 86 65 45 77 100
3314
grabba-dev
Microservice Connector Protocol server that exposes Grabba API functionalities …
B 76 66 84 66 92 23 81 96
3315
garl-protocol
mcp-server Claim
18 trust tools for AI agents — verify, score, route, compare, and delegate with…
B 76 54 84 46 N/A 76 78 98
3316
zw008
VMware Monitor Claim
Read-only VMware vCenter/ESXi monitoring with 8 MCP tools. Code-level safety.
B 76 54 70 52 N/A 72 95 94
3317
iExecBlockchainComputing
iExec MCP Server Claim 1
An MCP server that enables AI agents to interact with the iExec protocol for co…
B 76 54 75 68 N/A 55 87 92
3318
shinzo-labs
Heimdall Claim
Heimdall is a lightweight service to manage local MCP Servers and can be instal…
B 76 54 100 68 N/A 44 95 58
3319
peacockery-studio
Enables MCP clients to securely manage Microsoft SharePoint resources like docu…
B 76 55 68 72 68 80 92
3320
riker-t
Enables AI assistants to access Ramp's developer documentation and API schemas …
B 76 54 92 58 N/A 23 95 97
3321
jake-hebert
Provides a user-friendly setup wizard that guides users through connecting Clau…
B 76 55 94 87 N/A 22 95 58
3322
sanggggg
Enables storing and managing dynamic review records with custom schemas for any…
B 76 55 78 100 24 81 80
3323
RMITBLOG
A read-only MCP server that provides visibility into Parallels Remote Applicati…
B 76 55 80 60 53 83 100
3324
JuanYin1
Provides Claude with direct access to databases including SQLite, SQL Server, P…
B 76 55 84 58 57 78 100
3325
michaelneale
Goose App Maker MCP Claim 1
This MCP server allows users to create, manage, and serve web applications thro…
B 76 55 72 82 N/A 19 95 97
3326
vedantparmar12
A sophisticated server that enables AI assistants to automatically analyze code…
B 76 55 78 66 60 81 91
3327
Mnehmos
rpg-mcp Claim
RPG game engine that lets AI run tabletop sessions without hallucinating mechan…
B 76 55 84 58 71 81 86
3328
edition
Sales Intelligence · B2B Lead Extraction An MCP (Model Context Protocol) server…
B 76 55 60 82 47 95 91
3329
JoshTrebilco
Faber MCP Server Claim 1
Enables the deployment and management of Laravel applications on Faber servers …
B 76 54 84 53 N/A 50 90 99
3330
YuNaga224
Obsidian Memory MCP Claim 1
Stores AI memories as Markdown files for visualization in Obsidian's graph view…
B 76 54 90 47 N/A 44 92 100
3331
binspireai
Binspire MCP Claim
Connects LLMs to the Binspire API to build autonomous AI-driven waste managemen…
B 76 55 82 61 54 80 99
3332
idreesmuhammadqazi-create
Generates AI-powered clarifying questions for user task requests using Claude, …
B 76 55 78 68 53 80 99
3333
wrale
MCP Server for Tree-sitter
B 76 55 62 74 N/A 74 81 91
3334
kitao
Pyxel MCP Claim 1
MCP server for Pyxel, a retro game engine for Python
B 76 55 57 82 N/A 55 95 91
3335
boezzz
An AI-powered companion that provides access to the RideWithGPS API, allowing y…
B 76 55 80 71 42 81 99
3336
littlebearapps
viewpo-mcp Claim
Provides AI assistants with visual feedback for responsive web design by captur…
B 76 54 66 75 N/A 53 92 91
3337
usama-dtc
Salesforce MCP Server Claim 2
An MCP server implementation that integrates Claude with Salesforce, enabling n…
B 76 55 69 100 42 76 82
3338
TheSurfingCoder
Run queries and pull information about your TigerData Cloud's PostgreSQL databa…
B 76 54 90 65 N/A 21 95 91
3339
georgeck
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
B 76 55 86 100 49 83 48
3340
abs222222
MCP File Downloader Claim 1
Enables Claude Desktop to download files from web URLs with automatic browser f…
B 76 54 90 56 N/A 41 90 93
3341
mvilanova
Connects Claude with the Intervals.icu API to retrieve fitness data including a…
B 76 55 94 46 61 83 93
3342
composable-delivery
snowfakery-mcp Claim 1
MCP server for authoring, analyzing, debugging, and running Snowfakery recipes
B 76 55 47 74 N/A 73 95 97
3343
Luxshan2000
A secure MCP (Model Context Protocol) file server providing AI assistants with …
B 76 54 76 55 N/A 58 90 99
3344
tadasant
Enables secure remote execution of Rails console commands over SSH for read-onl…
B 76 55 94 57 50 81 92
3345
theupriser
Traefik MCP Server Claim
Enables AI assistants to query and manage Traefik reverse proxy configurations,…
B 76 55 78 68 50 82 97
3346
OpenDataMCP
OpenDataMCP Claim 2
Connect any Open Data to any LLM with Model Context Protocol.
B 76 55 94 61 69 81 70
3347
xiaolai
Provides intelligent manuscript analysis and writing assistance for markdown pr…
B 76 55 84 91 N/A 60 95 38
3348
watchdealer-pavel
DeepL MCP Server Claim 1
A Model Context Protocol server that provides DeepL translation capabilities, a…
B 76 55 71 77 52 81 96
3349
appler1009
Meta MCP Search Claim
Provides a semantic search interface that enables discovery and routing across …
B 76 55 94 62 30 81 100
3350
Ichigo3766
A MCP server that integrates with Stable Diffusion WebUI to provide text-to-ima…
B 76 55 81 72 45 78 96
Showing 3301–3350 of 30006 servers
« Prev 1 65 66 67 68 69 601 Next »