MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5251
ozten
cantrip Claim 1
MCP server for Cantrip — AI-powered GTM engine for solo founders
B 73 55 45 100 N/A 56 83 79
5252
mariano-cecowski
Store MCP Server Claim
Enables AI agents to store and retrieve information persistently using key-valu…
B 73 54 86 53 N/A 21 95 99
5253
AnuwatThisuka
CMMS MCP Server Claim
Integrates with MES, CMMS, and IoT systems to manage manufacturing operations, …
B 73 55 94 91 45 81 39
5254
DaveDev42
Expo MCP Server Claim
Enables automated testing and development of Expo/React Native apps through ses…
B 73 54 78 60 N/A 38 84 97
5255
manasamadgul
Enables natural language task management including logging, updating, and summa…
B 73 54 90 50 N/A 21 92 96
5256
promplate
gh-mcp Claim
Refined MCP server for GitHub GraphQL API. GitHub's official MCP Server expose…
B 73 55 62 82 N/A 46 95 76
5257
tom342178
Enables AI assistants to query and explore distributed data across EdgeLake nod…
B 73 55 92 53 27 81 98
5258
planetscale
mcp Claim
The PlanetScale CLI includes an MCP server that provides AI tools direct access…
B 73 55 74 40 N/A 82 82 96
5259
adamanz
A Model Context Protocol server that enables interaction with Exa's Websets API…
B 73 54 67 70 N/A 34 95 93
5260
mothlike
MCP Graylog Server Claim
Integrates AI assistants with Graylog to query and analyze log data using Elast…
B 73 55 72 75 43 77 93
5261
wazzan
mcp-coincap-jj Claim 1
A Model Context Protocol (MCP) server that provides comprehensive cryptocurrenc…
B 73 55 72 100 72 81 35
5262
AayushBahukhandi
hackernews-mcp Claim 2
A Model Context Protocol (MCP) server that provides access to Hacker News stori…
B 73 55 78 100 25 87 58
5263
freefish1218
Enables users to download HuggingFace models through natural language requests …
B 73 55 86 38 71 82 88
5264
GetMystAdmin
urdb-mcp Claim
Search URDB for product integrity scores, enshittification events, and change t…
B 73 54 78 65 N/A 52 75 92
5265
emzimmer
Extracts and transforms webpage content into clean, LLM-optimized Markdown. Ret…
B 73 55 78 100 37 81 51
5266
wapred
MCP Math Tools Claim
Provides basic mathematical operations like addition, subtraction, multiplicati…
B 73 54 74 60 N/A 29 95 100
5267
StartupBros
Renpho MCP Server Claim
Provides access to body composition data from Renpho smart scales, enabling use…
B 73 55 70 72 44 81 95
5268
Ansvar-Systems
cypriot-law-mcp Claim
Cypriot legislation via MCP — full-text search across statutes and provisions
B 73 55 90 33 N/A 71 83 91
5269
LetsCodeTheBrain
Enables Claude to interact with git repositories by providing real-time access …
B 73 54 90 48 N/A 19 95 100
5270
aatakansalar
Integrates Claude Desktop with the Valhalla routing engine to provide OpenStree…
B 73 55 84 65 31 82 93
5271
ahostbr
mcp-0ne Claim 1
A standalone MCP gateway that multiplexes multiple backend MCP servers behind a…
B 73 55 72 66 42 80 99
5272
lkm1developer
Apollo.io MCP Server Claim 1
A Model Context Protocol server implementation that enables AI assistants to in…
B 73 55 71 67 48 82 91
5273
nuskey8
docs.rs MCP Claim 1
An MCP server that enables searching for Rust crates and their documentation fr…
B 73 55 79 83 N/A 58 95 39
5274
NehoraiHadad
Enables AI assistants to create, edit, and manage Telegraph pages programmatica…
B 73 55 94 82 51 81 44
5275
YobieBen
A meta-MCP server that uses Llama AI as an orchestrator to intelligently route …
B 73 55 96 51 36 81 88
5276
mcp360
Unified MCP Gateway Platform, Marketplace & Custom MCPs
B 73 55 90 72 N/A 27 81 79
5277
dragosroua
Integrates with the addTaskManager iOS/macOS app to manage tasks, projects, and…
B 73 55 90 100 29 81 44
5278
arlexperalta
Provides real-time Venezuelan economic data, including official and parallel ex…
B 73 55 84 73 24 80 92
5279
nvanexan
Enables extraction of design context from Figma files as CSS-like properties an…
B 73 55 78 66 40 82 91
5280
Ramsi-K
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
B 73 54 78 56 N/A 24 95 100
5281
jujumilk3
ezmcp Claim 1
Easy-to-use MCP server framework specialized for SSE.
B 73 54 96 42 N/A 41 90 84
5282
OpenWorkspace-o1
AWS S3 MCP Server Claim
Provides secure access to AWS S3 buckets through pre-signed URLs, enabling list…
B 73 55 90 57 29 78 98
5283
sscmfi
Enables AI assistants to perform high-precision Price and Yield calculations fo…
B 73 55 90 58 30 82 91
5284
mholzen
workflowy Claim
Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup supp…
B 73 54 76 41 N/A 80 83 92
5285
FitoDomik
GitLab MCP Server Claim
Connects AI assistants to GitLab to interact with merge requests, reviews, disc…
B 73 55 86 68 21 81 93
5286
tosin2013
A server component of the Model Context Protocol that provides intelligent anal…
B 73 54 60 66 N/A 48 90 99
5287
folderr-tech
Folderr Claim 2
A Model Context Protocol (MCP) server that provides tools to interact with Fold…
B 73 55 90 63 17 78 100
5288
seankim-android
humanaway-mcp-server Claim 1
MCP server for humanaway, a social network for AI agents. Tools: register agent…
B 73 44 57 57 83 96
5289
zhenkai-dev
Provides real-time weather forecasts for locations across Malaysia by fetching …
B 73 54 72 67 N/A 27 92 95
5290
Jazib-but
Enables real-time validation of EU VAT numbers using the official VIES service.…
B 73 55 72 100 62 81 39
5291
arathald
mcp-editor Claim 1
A TypeScript MCP server port of Anthropic's filesystem editing tools, allowing …
B 73 54 90 41 N/A 37 95 91
5292
donway19
MCPlanManager Claim 1
An AI agent task management system that provides structure and visualization fo…
B 73 55 62 82 46 81 87
5293
chrishayuk
A comprehensive reference implementation demonstrating all features of the Mode…
B 73 54 78 55 N/A 29 95 96
5294
GreptimeTeam
greptimedb-mcp-server Claim 1
Query and analyze GreptimeDB metrics, logs and traces via SQL, TQL and RANGE qu…
B 73 54 84 46 N/A 77 70 89
5295
stefanjwojcik
Enables Claude to access and manage a travel company's customer data, trip hist…
B 73 54 78 58 N/A 21 95 100
5296
JoshuaRileyDev
Supabase MCP Server Claim 2
A Model Context Protocol (MCP) server that provides programmatic access to the …
B 73 55 80 70 23 78 99
5297
swax
OneNoteMCP Claim
Enables interaction with Microsoft OneNote via the Microsoft Graph API, allowin…
B 73 55 78 65 33 80 100
5298
aldrin-labs
The Metaplex MCP Server facilitates access to Metaplex documentation and reposi…
B 73 54 78 53 N/A 38 95 92
5299
LangGPT
Context MCP Server Claim 1
A Model Context Protocol server that provides web content fetching capabilities…
B 73 55 73 100 N/A 41 95 40
5300
donyfs
MCP Zephyr Claim
Enables comprehensive test management in Zephyr Scale Cloud, including creating…
B 73 55 72 62 49 81 96
Showing 5251–5300 of 46053 servers
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