MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6301
SegfaultSorcerer
heap-seance Claim 1
Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT, and async…
B 72 54 72 43 N/A 65 90 92
6302
poly-mcp
GitLab MCP Server Claim
Integrates GitLab with AI assistants to manage merge requests, analyze CI/CD pi…
B 72 55 88 51 40 82 90
6303
jenova-marie
Enables intelligent querying of keyboard shortcuts for various operating system…
B 72 55 84 56 33 82 94
6304
kitan23
Enables AI-powered querying and management of documentation through markdown fi…
B 72 55 60 74 47 81 94
6305
lintyourcode
Perception-MCP Claim
Enables asking questions about image, audio, or video files using state-of-the-…
B 72 55 62 82 24 81 100
6306
csrts
Metaso MCP Server Claim
Provides AI-powered web search, full-page content extraction, and search-enhanc…
B 72 55 78 75 21 81 90
6307
LumabyteCo
clarifyprompt Claim
AI prompt optimization for 58+ platforms across 7 categories with custom platfo…
B 72 54 60 58 N/A 76 81 94
6308
acidsolution
Schwab MCP Server Claim 1
A read-only MCP server that provides access to Charles Schwab account data and …
B 72 55 84 68 21 80 95
6309
sekharmalla
Enables AI assistants to control the Affinity creative suite on macOS through n…
B 72 54 72 57 N/A 53 84 93
6310
datamann119
Splunk MCP Server Claim
Enables users to interact with Splunk instances to execute SPL queries, manage …
B 72 55 78 66 27 81 99
6311
Cicatriiz
Civitai MCP Server Claim
Provides AI assistants with access to Civitai's collection of AI models, enabli…
B 72 55 90 75 60 81 46
6312
SergeSerb2
An MCP server that automatically detects and provides current time and location…
B 72 55 57 75 N/A 22 95 100
6313
jqlts1
Enhanced Model Context Protocol server that transforms OmniFocus into an AI-pow…
B 72 54 70 63 N/A 51 95 77
6314
h0ck3ystyx
Synergy/DE MCP Server Claim 1
A read-only server that exposes Synergy/DE documentation as tools and resources…
B 72 55 78 63 29 84 93
6315
kbhuw
Enables AI-powered querying and serving of markdown documentation with search, …
B 72 55 84 46 44 81 98
6316
tellahq
Provides comprehensive access to the Plain.com API with over 70 tools for manag…
B 72 55 68 72 32 82 100
6317
GongRzhe
Quickchart-MCP-Server Claim 2
An MCP server for generating customizable data visualizations using QuickChart.…
B 72 55 79 63 47 80 84
6318
K02D
Enables comprehensive analysis of CSV files and SQLite databases through tools …
B 72 55 60 82 N/A 22 95 90
6319
TakumiY235
UniProt MCP Server Claim 1
Enables AI assistants to access protein information directly from UniProt, allo…
B 72 55 90 45 46 81 91
6320
geosp
Bible MCP Server Claim
Enables AI assistants to retrieve Bible passages from multiple translations (ES…
B 72 55 76 71 39 81 86
6321
pathakkhhimanshu
AI Dev Assistant Claim 1
Bridges Claude Desktop to local Windows 10 development environments to enable r…
B 72 54 72 66 N/A 30 90 91
6322
withinfocus
statbotics Claim
Provides access to the Statbotics API for FIRST Robotics Competition statistica…
B 72 55 69 100 61 81 43
6323
gniquil123
ZIP MCP Claim
A powerful ZIP file processing tool that enables creating, extracting, listing,…
B 72 54 78 53 N/A 45 95 82
6324
LokiMCPUniverse
ServiceNow MCP Server Claim 1
A Model Context Protocol server that enables AI assistants and development tool…
B 72 55 63 67 62 82 89
6325
vinhphatfsg
MCP server for CSV/JSON data transformation using YAML rules
B 72 54 75 33 N/A 76 95 88
6326
reallycleansauce
Enables interaction with Overseerr API to manage movie and TV show requests, al…
B 72 55 84 66 22 80 96
6327
tanob
A Model Context Protocol server that provides desktop automation capabilities u…
B 72 54 51 56 N/A 66 95 97
6328
markswendsen-code
mcp-venmo Claim 2
Deprecated browser-automation MCP server for Venmo, PayPal, and Cash App (withd…
B 72 54 75 60 N/A 32 87 100
6329
bvelasquez
Console MCP Server Claim
Captures and stores console output from any process in SQLite with full-text se…
B 72 54 72 65 N/A 28 95 92
6330
MayssenBHA
Provides tools for fetching real-time news and performing AI-powered sentiment …
B 72 55 90 60 21 81 93
6331
GumpperGroup
Enables AI applications to search and analyze UNLOCK MLS real estate data throu…
B 72 55 84 67 26 80 91
6332
salman-arefin74
Repo Therapist Claim 2
An MCP server that transforms repositories into queryable knowledge by combinin…
B 72 54 79 56 N/A 25 92 96
6333
paragdesai1
Implements a Model Context Protocol integration between Cursor AI and Figma, al…
B 72 55 78 56 40 81 98
6334
apeyroux
MCP XMind Server Claim 2
A Model Context Protocol server that allows intelligent analysis and querying o…
B 72 55 45 100 N/A 54 95 63
6335
browsermcp
mcp Claim
Automate your local Chrome browser
B 72 55 68 60 N/A 50 80 99
6336
HeatherFlux
A TypeScript-based MCP server that enables users to manage text notes with feat…
B 72 54 78 68 N/A 17 90 92
6337
tuanpham197
Enables LLMs to search and read files in local and GitHub repositories, analyze…
B 72 55 84 100 29 81 45
6338
sanzco
Exposes Kubernetes cluster state with specialized telecom awareness of 5G Core …
B 72 55 86 65 25 80 91
6339
kornbed
A TypeScript-based server that enables Cursor editor to interact with Jira tick…
B 72 55 72 70 42 81 90
6340
RCSnyder
Analysis MCP Claim
Provides cognitive tools for critical thinking and multi-perspective analysis o…
B 72 55 60 82 N/A 21 95 89
6341
NellyW8
A comprehensive Model Context Protocol server that connects AI assistants to El…
B 72 54 96 31 N/A 29 95 96
6342
ryudi84
web-scraper Claim 1
MCP server for web scraping: URLs, links, metadata, CSS extraction.
B 72 54 69 72 N/A 23 90 94
6343
SUSE
suse-ai-up Claim
A comprehensive platform for managing and proxying Model Context Protocol (MCP)…
B 72 54 90 41 N/A 60 95 71
6344
VivekKumarNeu
mcp-lucene-server
B 72 55 78 58 36 81 100
6345
srigi
MCP server for searching images with Google
B 72 55 57 73 58 81 90
6346
bndkts
molt-mcp Claim 1
Provides LLMs with access to molt-md, an encrypted markdown document hosting se…
B 72 55 78 46 53 82 99
6347
johnelamont
Enables Claude Desktop to capture screenshots through an interactive region sel…
B 72 54 78 57 N/A 27 90 95
6348
ShenghaiWang
xcodebuild Claim
Build iOS Xcode workspace/project and feed back errors to llm.
B 72 54 78 52 N/A 48 87 92
6349
misiektoja
kill-process-mcp Claim
List and terminate OS processes via natural language queries
B 72 54 70 47 N/A 54 92 95
6350
khandrew1
Usher MCP Claim
Enables users to search and view detailed movie information from TMDB, includin…
B 72 55 74 62 35 80 100
Showing 6301–6350 of 67197 servers
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