MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6351
DeepLcom
DeepL MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to translate and rep…
B 72 55 57 71 53 81 99
6352
browsermcp
mcp Claim
Automate your local Chrome browser
B 72 55 68 60 N/A 50 80 99
6353
armanzeroeight
A server that enables interaction with Octopus Deploy through the Model Context…
B 72 55 80 43 53 81 100
6354
agenticledger
Provides tools for AI assistants to query the Canton Network for data on contra…
B 72 55 84 66 26 84 84
6355
misiektoja
kill-process-mcp Claim
List and terminate OS processes via natural language queries
B 72 54 70 47 N/A 54 92 95
6356
bkalafat
diffpilot Claim 1
MCP server for PR code review, commit messages, changelogs, and secret detectio…
B 72 54 81 53 N/A 27 90 96
6357
nazroll
A physics-aware inline skating combo generator that models moves as state trans…
B 72 54 66 42 N/A 73 92 94
6358
mr-wolf-gb
Cross-platform command execution server that intelligently adapts shell command…
B 72 55 78 82 N/A 55 95 40
6359
lumalabs
Luma API MCP Claim
Enables image and video generation using Luma's API, supporting multiple models…
B 72 55 80 60 42 80 90
6360
ProjectAtlantis-dev
Provides real-time weather data and forecasts for locations worldwide using the…
B 72 55 68 71 44 82 92
6361
Bizuayeu
Enables Claude Web to interact with Google Docs through a remote HTTP-based MCP…
B 72 55 84 68 29 74 95
6362
NiuTrans
MCP Document Parse Claim
Parses various document formats (PDF, Word, Excel, PowerPoint) into Markdown co…
B 72 55 66 68 49 81 91
6363
RadiumGu
AWS FIS MCP Server Claim 1
Enables interaction with AWS Fault Injection Service to create, manage, and exe…
B 72 55 54 82 42 82 98
6364
QuentinCody
Enables querying the Drug Gene Interaction Database (DGIdb) through natural lan…
B 72 55 78 71 35 80 83
6365
baptitse-jn
A comprehensive Model Context Protocol server that enables AI assistants to int…
B 72 55 78 71 21 80 97
6366
meharajM
agent-loop-mcp Claim
Agentic memory manager. Install Skill: npx skills add meharajM/agent-loop-mcp
B 72 54 72 58 N/A 37 92 95
6367
eternnoir
AI Studio MCP Server Claim 1
A Model Context Protocol server that connects to Google AI Studio/Gemini API, e…
B 72 55 81 68 27 81 91
6368
teddylee777
Dify MCP Server Claim 1
A server implementation that enables integration of Dify workflows with Model C…
B 72 55 96 55 20 78 97
6369
GongRzhe
Quickchart-MCP-Server Claim 2
An MCP server for generating customizable data visualizations using QuickChart.…
B 72 55 79 63 47 80 84
6370
serranom
My MCP Server Claim 1
An extensible TypeScript-based MCP server designed for Claude Code with a modul…
B 72 54 78 66 N/A 29 87 86
6371
pwilkin
SearXNG MCP Server Claim 1
An MCP server that allows searching through public SearXNG instances by parsing…
B 72 55 63 100 53 81 56
6372
Jaldekoa
MCP-FREDAPI Claim
Provides access to economic data from the Federal Reserve Bank of St. Louis (FR…
B 72 55 72 70 40 81 91
6373
wllcnm
DingDing MCP Claim 1
A Model Control Protocol server that provides access to DingDing (Chinese workp…
B 72 55 72 68 29 80 100
6374
nakamurau1
TTS-MCP Claim 1
A Model Context Protocol server that integrates high-quality text-to-speech cap…
B 72 55 63 68 57 81 93
6375
op7418
Generative-UI-MCP Claim
MCP server that teaches AI models to generate interactive visualizations — char…
B 72 55 76 60 N/A 37 83 96
6376
topher66
Droid Bar MCP Server Claim 1
Enables AI agents to visit a virtual bar and interact with SERVO, an AI bartend…
B 72 55 86 52 29 82 100
6377
Gouliath1
Enables AI clients to track investment portfolios by retrieving positions, calc…
B 72 55 86 58 21 83 100
6378
ai-yliu
Filesystem MCP Server Claim 2
An MCP server that allows Claude AI to perform filesystem operations including …
B 72 54 75 61 N/A 17 95 100
6379
cbwinslow
OpenDiscourse MCP Claim 1
Enables access to comprehensive U.S. legislative and governmental data from Gov…
B 72 55 84 65 33 76 93
6380
punkpeye
Connects AI assistants (Claude, Cursor, etc.) directly to HiveFlow automation p…
B 72 55 78 65 44 74 93
6381
reallycleansauce
Enables interaction with Overseerr API to manage movie and TV show requests, al…
B 72 55 84 66 22 80 96
6382
orkuhh
Process MCP Server Claim
Manages background process sessions via the OpenClaw process tool, allowing use…
B 72 54 74 52 N/A 35 90 100
6383
jschoemaker
driftguard-mcp Claim 1
MCP server for DriftGuard — exposes AI conversation drift scores and session he…
B 72 55 69 75 N/A 30 95 80
6384
t4nm4ymittal
Provides access to Google Sheets, Gmail, and Google Calendar through 13 tools t…
B 72 54 84 48 N/A 22 95 98
6385
AllAboutAI-YT
MCPGame Claim
A multiplayer first-person 3D virtual house environment with interactive elemen…
B 72 55 84 62 19 81 100
6386
axelterrier
Plex Assistant MCP Claim
Enables users to manage and control their Plex media library through natural la…
B 72 55 78 66 21 81 100
6387
igorilic
Enables AI assistants to interact with Obsidian vaults for creating, reading, s…
B 72 55 90 95 33 81 41
6388
yamaton
mcp-dice Claim 2
A MCP server enabling LLMs to roll dice
B 72 54 71 55 N/A 41 95 92
6389
adamsmaka
Flutter MCP Claim
A real-time server that provides Flutter/Dart documentation and pub.dev package…
B 72 54 78 38 N/A 67 95 83
6390
maorcc
gimp-mcp Claim
GIMP MCP server
B 72 54 78 36 N/A 59 95 94
6391
Nexus-Router
nexus Claim
Govern & Secure your AI
B 72 64 92 67 0 84 95 100
6392
Anika536
MCP Test Server Claim
A comprehensive testing server for validating MCP scanner tools and implementat…
B 72 55 84 45 46 81 99
6393
YeonwooSung
metasearch-mcp Claim 1
MCP server for using various search tools like Tavily API. Planning to support …
B 72 54 63 61 N/A 41 95 96
6394
KunihiroS
A bridge between MCP Host applications and mem0 cloud service, specialized for …
B 72 55 88 55 35 80 90
6395
biocross
displaybuddy-mcp Claim 2
MCP server for controlling Mac monitors via DisplayBuddy — adjust brightness an…
B 72 54 61 62 N/A 50 87 99
6396
rafapra3008
Verify AI agent communication protocols using session types. Formal specificati…
B 72 55 72 35 N/A 83 82 94
6397
iamkhanwasim
Enables AI applications to perform basic mathematical operations like addition …
B 72 55 84 51 37 81 100
6398
BierschneiderEmanuel
Provides advanced document search and processing capabilities through vector st…
B 72 55 90 50 36 81 93
6399
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
6400
Bablu-singh
Enables schema-aware exploration of JSON data by uploading samples, flattening …
B 72 55 78 65 24 82 97
Showing 6351–6400 of 58579 servers
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