MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5351
stytchauth
An MCP server that enables AI agents to manage a TODO list with user authentica…
B 73 5⁄4 ◉ ⏳ 62 60 N/A 45 95 100
5352
Muhammad-Idzhans
MCP Server Starter ⚡ Claim
A starter template for building MCP servers with SQLite database integration. P…
B 73 5⁄4 ◉ ⏳ 66 66 N/A 31 95 97
5353
planetscale
mcp Claim
The PlanetScale CLI includes an MCP server that provides AI tools direct access…
B 73 5⁄5 ◉ ⏳ 74 40 N/A 82 82 96
5354
Ramsi-K
MCP Chat ⚡ Claim
A command-line interface application that enables interactive chat with AI mode…
B 73 5⁄4 ◉ ⏳ 78 56 N/A 24 95 100
5355
ExpertVagabond
solana ⚡ Claim
Solana MCP server for wallet, transactions & programs
B 73 5⁄4 ◉ ⏳ 94 28 N/A 46 95 94
5356
rklugsederoeaw
Provides access to Austrian cultural heritage through the Kulturpool API, enabl…
B 73 5⁄5 ◉ ⏳ 100 60 — 39 81 71
5357
asterixix
Provides tools for AI models to search and retrieve information from five major…
B 73 5⁄5 ◉ ⏳ 67 80 — 39 81 91
5358
ali-kamali
An MCP server that transforms codebases into intelligent, queryable knowledge b…
B 73 5⁄4 ◉ ⏳ 84 41 — 54 89 93
5359
mcp360
Unified MCP Gateway Platform, Marketplace & Custom MCPs
B 73 5⁄5 ◉ ⏳ 90 72 N/A 27 81 79
5360
grittygrease
Enables AI assistants to encrypt and decrypt files or text using the SAFE utili…
B 73 5⁄4 ◉ ⏳ 90 47 N/A 30 95 93
5361
aptro
MCP server enabling AI agents to programmatically connect to and control Apache…
B 73 5⁄5 ◉ ⏳ 94 43 — 46 78 99
5362
Program-Integrity-Alliance
PIA MCP Server ⚡ Claim 1
Enables AI to search and retrieve detailed information from U.S. government dat…
B 73 5⁄5 ◉ ⏳ 75 58 — 55 83 91
5363
engboustani
Rasmio MCP Server ⚡ Claim
Provides access to the Rasmio API for searching and retrieving detailed informa…
B 73 5⁄5 ◉ ⏳ 70 68 — 42 81 100
5364
thomasserio
Provides AI assistants with tools to query and explore the Azgaarnoth D\&D worl…
B 73 5⁄4 ◉ ⏳ 74 57 N/A 33 92 100
5365
sengokusal2025
Enables random number generation with statistical analysis, CSV data storage, a…
B 73 5⁄4 ◉ ⏳ 78 62 N/A 19 95 96
5366
browsermcp-com
BrowserMCP ⚡ Claim
Remote browser instances for your AI agents. Reliably complete any browser-base…
B 73 5⁄5 ◉ ⏳ 80 55 — 49 81 93
5367
greatSumini
Crawls Korean stock market data from Naver Finance, providing real-time informa…
B 73 5⁄5 ◉ ⏳ 66 62 — 56 83 99
5368
m2ai-mcp-servers
mcp-philips-hue ⚡ Claim 2
MCP server for Philips Hue smart lighting control
B 73 5⁄4 ◉ ⏳ 75 68 N/A 31 84 98
5369
dragosroua
Integrates with the addTaskManager iOS/macOS app to manage tasks, projects, and…
B 73 5⁄5 ◉ ⏳ 90 100 — 29 81 44
5370
aldrin-labs
The Metaplex MCP Server facilitates access to Metaplex documentation and reposi…
B 73 5⁄4 ◉ ⏳ 78 53 N/A 38 95 92
5371
williamvd4
Enables free web searching using Google search results with no API keys require…
B 73 5⁄5 ◉ ⏳ 94 100 — 21 81 47
5372
kea0811
IG Trading MCP ⚡ Claim
Enables AI assistants to interact with IG Trading API for forex, indices, and c…
B 73 5⁄5 ◉ ⏳ 78 71 — 28 81 95
5373
Jazib-but
Enables real-time validation of EU VAT numbers using the official VIES service.…
B 73 5⁄5 ◉ ⏳ 72 100 — 62 81 39
5374
steveday763
Enables searching and browsing Android source code across projects like Android…
B 73 5⁄5 ◉ ⏳ 78 67 — 47 76 93
5375
navisbio
Provides AI assistants with direct query access to the AACT (Aggregate Analysis…
B 73 5⁄5 ◉ ⏳ 60 60 — 67 81 99
5376
maxturazzini
Claude Viewer ⚡ Claim
Enables querying and analyzing Claude Desktop/Code conversation history across …
B 73 5⁄4 ◉ ⏳ 66 58 N/A 53 88 100
5377
ozten
cantrip ⚡ Claim 1
MCP server for Cantrip — AI-powered GTM engine for solo founders
B 73 5⁄5 ◉ ⏳ 45 100 N/A 56 83 79
5378
sudowealth
Schwab MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI assistants like Claude to secur…
B 73 5⁄5 ◉ ⏳ 73 73 — 30 81 100
5379
folderr-tech
Folderr ⚡ Claim 2
A Model Context Protocol (MCP) server that provides tools to interact with Fold…
B 73 5⁄5 ◉ ⏳ 90 63 — 17 78 100
5380
calebmwelsh
A comprehensive MCP (Model Context Protocol) server for file system operations,…
B 73 5⁄4 ◉ ⏳ 76 57 N/A 36 95 95
5381
keithah
Seam MCP Server ⚡ Claim
Enables control of smart locks through the Seam API, allowing users to lock/unl…
B 73 5⁄5 ◉ ⏳ 72 70 — 37 80 99
5382
guardd
Orcho MCP Server ⚡ Claim
Provides real-time security risk assessment for AI coding prompts, analyzing po…
B 73 5⁄5 ◉ ⏳ 84 66 — 30 81 91
5383
kompallik
Atlassian MCP Server ⚡ Claim 1
Provides integration with Atlassian products through the Model Context Protocol…
B 73 5⁄5 ◉ ⏳ 86 67 — 16 80 100
5384
haithemobeidi
Chrome MCP Server ⚡ Claim
A browser extension that turns Chrome into an AI-controlled automation tool, al…
B 73 5⁄4 ◉ ⏳ 86 41 N/A 47 95 89
5385
GrahamMcBain
The world's first social network accessible only through AI coding agents, enab…
B 73 5⁄5 ◉ ⏳ 78 71 — 24 81 98
5386
quanticstudios
Doclea MCP Claim
A local MCP server providing persistent memory for AI coding assistants by stor…
B 73 5⁄4 ◉ ⏳ 72 62 N/A 49 90 90
5387
cyberchitta
Scrapling Fetch MCP ⚡ Claim 1
An MCP server that helps AI assistants access text content from websites that i…
B 73 5⁄5 ◉ ⏳ 61 82 — 51 81 86
5388
IA-Entertainment-git-organization
Gemini MCP Server ⚡ Claim
A TypeScript implementation of a Model Context Protocol server that integrates …
B 73 5⁄5 ◉ ⏳ 84 70 — 38 81 83
5389
feiskyer
MCP AI Hub ⚡ Claim
Provides unified access to 100+ AI models from OpenAI, Anthropic, Google, AWS B…
B 73 5⁄5 ◉ ⏳ 82 58 — 44 80 96
5390
johnnyoshika
MCP SQLite Server ⚡ Claim
A Node.js implementation of the Model Context Protocol server using SQLite, pro…
B 73 5⁄4 ◉ ⏳ 54 57 N/A 72 87 100
5391
ohenak
E*TRADE MCP Server ⚡ Claim
Enables LLMs to retrieve real-time stock and options market data through the E\…
B 73 5⁄5 ◉ ⏳ 84 71 — 26 82 89
5392
Wayazi
A server implementing the Model Context Protocol that provides filesystem opera…
B 73 5⁄4 ◉ ⏳ 54 62 N/A 75 84 99
5393
hluaguo
metabase-mcp ⚡ Claim
Enables AI assistants to interact with Metabase for querying databases, executi…
B 73 5⁄4 ◉ ⏳ 84 41 — 47 90 99
5394
apimatic
Enables validation of OpenAPI 2.0 and 3.0 specifications in JSON or YAML format…
B 73 5⁄5 ◉ ⏳ 84 71 — 27 76 95
5395
reedm121
pty-mcp ⚡ Claim
Provides a pseudo-terminal (PTY) interface that allows AI agents to interact wi…
B 73 5⁄4 ◉ ⏳ 66 63 N/A 50 90 95
5396
markswendsen-code
instacart ⚡ Claim 1
MCP server for Instacart - let AI agents manage grocery shopping and place orde…
B 73 5⁄5 ◉ ⏳ 52 100 N/A 24 83 95
5397
lady-logic
An MCP server for evaluating C# project architecture quality using the Modulari…
B 73 5⁄4 ◉ ⏳ 79 58 N/A 30 95 94
5398
For-Sunny
Galaxy Brain Claim
Combines structured sequential thinking with batch operation execution, enablin…
B 73 5⁄5 ◉ ⏳ 96 55 — 30 81 91
5399
openconstruct
Bridges Claude Desktop with local LLM instances running via llama-server, enabl…
B 73 5⁄5 ◉ ⏳ 80 100 N/A 25 92 47
5400
MadeByTokens
An LLM-optimized server for reverse-engineering and navigating minified JavaScr…
B 73 5⁄4 ◉ ⏳ 66 62 N/A 54 90 93
Showing 5351–5400 of 69027 servers
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