MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3301
BlekZz
Enables AI assistants to interact with Metabase analytics platform, allowing th…
B 76 55 90 71 23 81 100
3302
mattiasw
BrowserLoop Claim 1
A Model Context Protocol (MCP) server for taking screenshots of web pages using…
B 76 55 78 75 70 81 71
3303
akari2600
Provides AI assistants with structured access to complete Figma developer docum…
B 76 54 82 58 N/A 37 94 100
3304
AkibaAT
DDEV MCP Server Claim 1
Enables AI assistants to interact with DDEV local development environments by q…
B 76 54 84 68 N/A 35 90 91
3305
powerstar13
A Node.js-based remote Model Context Protocol (MCP) server that runs on Azure C…
B 76 55 86 56 55 83 98
3306
DeveloperZo
Enables batch audio processing and optimization using FFmpeg with preset config…
B 76 54 78 65 N/A 46 92 91
3307
aleck31
Blogger MCP Server Claim 1
Enables AI assistants to interact with the Google Blogger API v3 to manage blog…
B 76 55 78 71 48 78 100
3308
nyko-ai
Provides production-ready implementation patterns for features like authenticat…
B 76 55 90 62 47 81 89
3309
Arborist-ai
ClaudeHopper Claim
AI-powered MCP server that enables Claude and other LLMs to interact directly w…
B 76 54 88 58 N/A 46 90 90
3310
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
3311
skeptomai
KiCad MCP Server Claim
Enables natural language search and exploration of KiCad component symbol libra…
B 76 54 78 56 N/A 43 95 100
3312
Fannon
Generate, randomize, explain, and manage u-he synthesizer presets via the Model…
B 76 54 70 61 N/A 57 95 96
3313
yshan2028
mcp-pdf-reader Claim
B 76 54 78 56 N/A 44 95 99
3314
CopilotKit
Interact with all three types of generative UI, all in one interface
B 76 54 78 63 N/A 34 95 100 HT
3315
browserstack
mcp-server Claim 1
BrowserStack's Official MCP Server
B 76 55 68 82 N/A 78 95 55
3316
DeusData
Persistent codebase knowledge graph. Survives session restarts and context comp…
B 76 54 90 25 N/A 83 95 90
3317
ergut
mcp-logseq Claim
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assista…
B 76 54 94 41 N/A 51 90 97
3318
code-alchemist01
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
B 76 55 90 100 N/A 39 95 38
3319
srclight
srclight Claim
Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29…
B 76 54 94 28 N/A 75 89 93
3320
aranej
Enables AI language models to interact with YouTube content through the YouTube…
B 76 55 96 66 32 80 93
3321
BenedatLLC
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
B 76 55 90 57 48 81 99
3322
Tyox-all
mund Claim 1
AI security scanner - secrets, PII, prompt injection, and exfiltration detectio…
B 76 54 90 63 N/A 51 89 78
3323
LeeSinLiang
Provides a Model Context Protocol interface to the Gemini CLI, enabling AI agen…
B 76 54 72 72 N/A 42 95 94
3324
199-mcp
MCP Autostarter Claim 1
An intelligent MCP server that enables seamless restarting of Claude's MCP hand…
B 76 54 90 61 N/A 23 90 100
3325
coti-io
coti-mcp Claim
B 76 54 78 62 N/A 46 95 92
3326
searchcraft-inc
Official MCP server for managing Searchcraft clusters, creating a search index,…
B 76 55 76 72 56 77 97
3327
gregario
3dprint-oracle Claim
3D printing filament and materials knowledge base. 6,957 filaments from Spoolma…
B 76 54 67 68 N/A 49 95 97
3328
ceorkm
reactbits-mcp-server Claim 1
MCP server providing access to 135+ animated React components from ReactBits.de…
B 76 55 79 57 N/A 73 82 93
3329
datalayer
jupyter-mcp-server Claim
Model Context Protocol (MCP) Server for Jupyter.
B 76 54 67 62 N/A 61 95 93
3330
rinadelph
Domain-MCP Claim
A simple MCP server that enables AI assistants to perform domain research inclu…
B 76 55 94 56 39 81 100
3331
vicpeacock
Complete Google Maps integration with 8 tools including geocoding, places searc…
B 76 55 88 67 31 83 100
3332
karanb192
HN-MCP Claim 1
Enables browsing Hacker News, searching discussions, analyzing users, and track…
B 76 55 82 100 55 81 52
3333
mjbeatty89
mcp_code_executor Claim 1
B 76 54 90 56 N/A 42 88 93
3334
goreleaser
GoReleaser MCP server
B 76 54 60 55 N/A 79 95 100
3335
mrsknetwork
YouTube MCP Claim
Connect AI assistants to YouTube: search, transcripts, metadata, and more.
B 76 54 66 72 57 95 89
3336
f
Enables users to check weather conditions using Open-Meteo's free API with GitH…
B 76 54 78 67 N/A 31 95 100
3337
treza-labs
treza Claim
Manage secure enclaves (TEEs) with attestation, payments, and signing for AI ag…
B 76 55 68 73 N/A 65 82 95
3338
JonaFly
RedNote MCP Claim
A server that enables access to Xiaohongshu (Little Red Book) content, allowing…
B 76 54 76 71 N/A 48 95 85
3339
fritzprix
Enables AI agents to solve Rubik's Cube puzzles through systematic manipulation…
B 76 54 78 68 N/A 45 95 84
3340
metricool
mcp-metricool Claim
mcp-metricool
B 76 55 70 82 49 81 95
3341
georgeck
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
B 76 55 86 100 49 83 48
3342
tugcantopaloglu
An MCP server providing AI assistants with 149 tools to fully control the Godot…
B 76 55 81 82 N/A 71 95 43
3343
wesbos
An MCP server providing real-time currency conversion and exchange rate data th…
B 76 66 71 71 98 33 82 92
3344
hovecapital
MCP server for read-only PostgreSQL database queries in Claude Desktop
B 76 54 63 56 N/A 68 95 100
3345
Py2755
aiogram-mcp Claim 1
MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event …
B 76 54 69 63 N/A 80 83 92
3346
waspeer
Tweek MCP Server Claim 1
An MCP server that integrates with the Tweek API to manage calendars, tasks, an…
B 76 55 77 73 45 82 99
3347
savri-io
Enables users to access and manage Savri analytics data, including visitor stat…
B 76 55 90 66 42 80 90
3348
Noacodenoobe
Draw.io MCP Server Claim
Enables programmatic creation and management of draw.io diagrams through MCP to…
B 76 54 78 56 N/A 52 95 96
3349
spences10
Enables integration with DuckDuckGo search capabilities for LLMs, supporting co…
B 76 55 78 71 49 81 94
3350
adamanz
Apollo.io MCP Server Claim 1
A Model Context Protocol server implementation that enables AI assistants to in…
B 76 54 75 66 N/A 41 95 95
Showing 3301–3350 of 45235 servers
« Prev 1 65 66 67 68 69 905 Next »