MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25688
Scored
1512
Verified
16957
Complete

Last updated 1 hour, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7051
crazyrabbitLTC
Analyzes codebases using Repomix and LLMs to provide structured code reviews wi…
B 71 55 86 57 34 76 93
7052
kodaimaehata
Enables code review through Cursor CLI integration with GPT-5. Provides a curso…
B 71 55 66 100 N/A 41 95 41
7053
vishnumouli
Enables searching for keywords in files with support for case-sensitive/insensi…
B 71 54 78 57 N/A 24 90 94
7054
L3-N0X
Minecraft Wiki MCP Claim 1
Searches and queries the official minecraft wiki to answer any minecraft-relate…
B 71 55 75 57 N/A 32 87 96
7055
runwayml
Enables AI video and image generation through the Runway API. Supports video ge…
B 71 55 54 82 49 81 85
7056
enriquedlh97
Playwright MCP Claim 1
Enables browser automation and web page interaction through Playwright's access…
B 71 55 62 100 54 81 48
7057
ttkkasd
Jimeng MCP Server Claim 1
A Model Context Protocol server that enables generating AI images using Volceng…
B 71 54 69 62 N/A 50 95 75
7058
dynamicendpoints
Extract content from Microsoft Learn and GitHub URLs and store it in PocketBase…
B 71 55 72 100 N/A 26 95 46
7059
mattmahowald
Enables interaction with Salesforce organizations through SOQL queries, object …
B 71 54 60 68 N/A 25 95 100
7060
zero-abd
llmmcp Claim 1
MCP server for real-time LLM API documentation — stop hallucinations
B 71 55 57 73 N/A 51 80 94
7061
jorekai
Provides access to Deutsche Bahn train timetables, station information, and sch…
B 71 55 78 100 45 81 39
7062
isagasi
CodeGuard MCP Server Claim 1
Provides centralized security instructions for AI-assisted code generation by m…
B 71 55 78 50 48 82 92
7063
INFORMERadm
crypt-r Claim
B 71 54 66 55 N/A 44 90 97
7064
raphaelmarra
MCP CNPJ Intelligence Claim 2
An MCP server for querying data on 27 million Brazilian companies from the Fede…
B 71 55 69 62 49 78 96
7065
ingpoc
Provides sandboxed code execution and data processing for CSVs and logs to achi…
B 71 54 78 61 N/A 32 82 92
7066
bethmaloney
RDL MCP Server Claim
Edit SSRS reports using AI - simple tools to read and modify RDL files
B 71 54 84 30 N/A 49 91 96
7067
nacgarg
A local MCP server that exposes Bazel build system functionality to AI agents, …
B 71 55 86 75 N/A 37 95 46
7068
EmanuelJr
web3-mcp-server Claim
Enable to request information from EVM chains
B 71 55 80 58 26 81 97
7069
martijndormans
An MCP server for the GitLab API that enables comprehensive project management,…
B 71 55 63 71 43 81 93
7070
hd-deman
Enables interaction with Helm charts on ArtifactHub by providing tools to retri…
B 71 54 60 58 N/A 56 90 94
7071
AI-Hub-Admin
Converts various document formats to desired output formats, currently supporti…
B 71 66 90 46 82 24 81 90
7072
cameronking4
⚡ Cut LLM inference costs 80% with Programmatic Tool Calling. Instead of N tool…
B 71 54 100 36 N/A 24 89 91
7073
devbrother2024
A boilerplate project for quickly developing MCP servers with TypeScript, featu…
B 71 55 66 72 29 81 98
7074
ctrlswing
Drip MCP Server Claim 1
Enables interaction with Drip's email marketing platform through comprehensive …
B 71 55 72 73 23 80 93
7075
mikdeangelis
Enables comprehensive management of Facebook and Instagram advertising campaign…
B 71 55 54 76 49 81 92
7076
Myangsun
Enables Claude to remember information about users across conversations by stor…
B 71 54 78 55 N/A 34 87 93
7077
hyperb1iss
droidmind Claim
Control Android devices with AI through MCP, enabling device control, debugging…
B 71 54 72 36 N/A 76 92 85
7078
refgrow
mcp Claim
Model Context Protocol server for Refgrow affiliate program management API
B 71 54 60 72 N/A 35 84 96
7079
atarkowska
fastmcp-pdftools Claim 1
An MCP server that provides [describe what your server does]
B 71 55 29 82 N/A 64 95 90
7080
nbbaier
MCP-Turso Claim 1
A Model Context Protocol server that provides Claude access to Turso-hosted Lib…
B 71 55 63 70 45 76 100
7081
MissionSquad
An MCP server implementation that integrates the SearXNG API for powerful web s…
B 71 55 71 100 45 81 46
7082
yoriichi-07
Multi Orchestrator Claim
Coordinate specialized roles to plan, build, test, and deploy applications end …
B 71 54 84 43 N/A 34 95 89
7083
meefer33
A TypeScript MCP server implementation using Express.js that provides basic too…
B 71 55 78 61 27 81 98
7084
zhaojw-php
Enables AI assistants to safely query MySQL databases with read-only access, fe…
B 71 55 72 60 42 81 96
7085
hackdonalds
JIRA MCP Server Claim
Provides tools for AI assistants to interact with JIRA APIs, enabling them to r…
B 71 55 80 100 N/A 16 95 43
7086
abdou-ghonim
PostgreSQL MCP Server Claim 1
A Model Context Protocol server that provides AI assistants with secure, read-o…
B 71 55 79 61 22 81 99
7087
yogendhra9
A Node.js-based trading bot that integrates with the Zerodha platform to provid…
B 71 55 84 68 28 71 92
7088
vparlapalli490
An implementation that enables Claude to connect to ServiceNow instances, allow…
B 71 55 84 58 49 76 81
7089
rebots-online
A fork of the Neo4j Model Context Protocol server that enables interaction with…
B 71 55 84 62 23 81 90
7090
db-mattmolony
Enables deployment and hosting of custom MCP servers on Databricks Apps platfor…
B 71 55 78 61 30 81 94
7091
Shengwang-Community
A document-based MCP server that supports keyword searching and content retriev…
B 71 66 60 68 78 36 81 100
7092
getlokiui
Components Build MCP Claim 1
Provides AI assistants with tools to grade, generate, and validate UI component…
B 71 55 90 36 49 82 95
7093
twodoorsdev
An MCP server that connects to your React Native application debugger
B 71 54 63 60 N/A 52 90 90
7094
ajitpratap0
GoSQLX Claim
7 SQL tools (validate, format, parse, lint, security scan, metadata extraction,…
B 71 66 60 35 72 92 84 96
7095
yasg1988
MCP Rosreestr Claim
Enables retrieval of Russian real estate cadastral data including coordinates, …
B 71 55 84 63 39 81 75
7096
wise-vision
Public implementation of MCP for ROS 2 enabling to interact with system visible…
B 71 55 90 25 69 80 90
7097
oregpt
Enables AI agents to interact with Slack workspaces through OAuth authenticatio…
B 71 55 78 75 22 81 83
7098
noah-vh
ClickUp Operator Claim 1
A Claude-compatible MCP server that enables storing and summarizing notes throu…
B 71 55 90 82 N/A 17 95 47
7099
jedarden
A comprehensive MCP server for extracting YouTube video transcripts with suppor…
B 71 64 96 75 0 59 95 100
7100
mukiwu
Analyzes JavaScript/TypeScript projects for code modernization opportunities, c…
B 71 55 78 100 36 81 42
Showing 7051–7100 of 33379 servers
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