MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2651
arian-gogani
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
B 77 44 72 N/A N/A 35 95 96
2652
kunobi-ninja
Kunobi MCP Server Claim
Exposes Kunobi's application data and store querying capabilities to AI assista…
B 77 44 70 N/A N/A 53 95 84
2653
mrgizmo212
Provides persistent agent workspaces with MongoDB storage for file management a…
B 77 66 84 66 96 24 82 97
2654
recepgocmen
A Model Context Protocol server that provides AI assistants with access to Blue…
B 77 54 79 58 N/A 46 95 100
2655
alexiokay
MCP Vector Proxy Claim 1
A semantic proxy that reduces AI agent token usage by exposing only three core …
B 77 54 90 72 N/A 30 90 89
2656
tanevanwifferen
UseScraper MCP Server Claim 2
A TypeScript-based MCP server utilizing the UseScraper API to provide web scrap…
B 77 55 96 68 37 82 91
2657
W1seGit
Enables AI assistants to search and explore the Typst Universe package registry…
B 77 55 78 100 42 81 69
2658
qpd-v
File Deletion Claim 1
A Model Context Protocol (MCP) server that provides file deletion capabilities,…
B 77 55 90 100 N/A 37 95 46
2659
oborchers
mcp-server-docy Claim
mcp-server-docy
B 77 55 82 58 63 80 100
2660
xwang152-jack
Enables AI applications to manage WeChat Official Accounts through standardized…
B 77 55 80 75 70 81 77
2661
chroma-core
chroma-mcp Claim
Chroma MCP server to access local and cloud Chroma instances for retrieval capa…
B 77 55 84 48 75 82 100
2662
lvdaxianer
Provides a tool to retrieve the current date and time with customizable formatt…
B 77 55 74 100 30 81 86
2663
doITmagic
rag-code-mcp Claim
Privacy-first semantic code navigation MCP server using RAG. Features deep AST …
B 77 54 94 43 N/A 78 90 79
2664
neilberkman
editorconfig_mcp Claim
Formats files using `.editorconfig` rules, acting as a proactive formatting gat…
B 77 54 78 67 N/A 46 92 98
2665
Limecooler
Extracts YouTube video metadata and transcripts without requiring API keys, ena…
B 77 55 96 100 53 81 39
2666
mortenator
charta Claim 1
Generate beautiful, presentation-ready charts (SVG + PNG). Supports 14+ chart t…
B 77 54 94 60 N/A 32 92 94
2667
NightTrek
Enables integration of Google search functionality into MCP-enabled application…
B 77 55 94 75 26 81 91
2668
Jahanzaib-Kaleem
Automatically generates and maintains living documentation for codebases by cre…
B 77 54 94 52 N/A 48 94 89
2669
irev
Provides intelligent OCR and PDF processing capabilities that automatically det…
B 77 55 92 56 58 80 94
2670
nnemirovsky
iwdp-mcp Claim
iOS Safari debugging via ios-webkit-debug-proxy — MCP server with full WebKit I…
B 77 54 72 50 N/A 73 95 99
2671
PabloLION
MCP Echo Env Claim
Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP client…
B 77 55 60 87 N/A 35 95 100
2672
bulatko
vk Claim 1
MCP server for VK (VKontakte) API: users, walls, groups, friends, newsfeed, pho…
B 77 54 75 65 N/A 72 83 89
2673
ai4curation
owl-mcp Claim
MCP server for OWL applications
B 77 55 64 82 N/A 47 95 92
2674
peek-travel
mcp-intro Claim
Remote MCP Server for discovering and planning experiences, at home and on vaca…
B 77 66 78 76 99 16 81 94
2675
cordlesssteve
Provides comprehensive telemetry and usage analytics for Claude Code sessions, …
B 77 54 90 56 N/A 33 94 100
2676
square
Enables AI assistants to interact with Square's Connect API through the Model C…
B 77 55 86 65 65 78 87
2677
Augmented-Nature
AlphaFold-MCP-Server Claim 1
A comprehensive Model Context Protocol (MCP) server that provides access to the…
B 77 55 94 62 N/A 34 83 100
2678
VetCoders
Unicode Puzzles MCP Claim 1
Creates and manages encoded messages using zero-width characters and advanced U…
B 77 54 80 58 N/A 57 92 94
2679
joemclo
Enables users to search UK property prices by postcode, street, or city using t…
B 77 55 90 61 63 80 88
2680
ajtgjmdjp
edinet-mcp Claim
Access Japanese financial disclosures (EDINET). Search companies, retrieve BS/P…
B 77 54 84 43 N/A 81 85 94
2681
Doist
Enable your LLM to interact seamlessly with Todoist by connecting to this serve…
B 77 54 71 63 N/A 63 92 96
2682
LincolnBurrows2017
filesystem-mcp Claim 1
Model Context Protocol server for file system operations. Supports read, write,…
B 77 54 84 58 N/A 45 92 100
2683
opendining
Ableton Live MCP Claim
Enables AI agents to control and inspect Ableton Live by executing Python code …
B 77 55 60 82 N/A 55 95 89
2684
buhe
mcp-rss Claim
MCP RSS is a Model Context Protocol (MCP) server for interacting with RSS feeds
B 77 54 84 62 N/A 52 95 83
2685
cyanheads
Enables LLMs to conduct dynamic, conversational surveys with skip logic, sessio…
B 77 54 75 72 58 81 98
2686
Pr0j3c7t0dd-Ltd
Provides clipboard-style operations for AI coding agents to cut, copy, paste, a…
B 77 55 78 100 N/A 55 95 44
2687
Philip-Walsh
Provides live weather data and forecasts for any location worldwide through bot…
B 77 55 96 72 17 81 100
2688
skypher
ClawPage Claim 1
Extract and structure any web page into clean JSON. Free tier: 10/day.
B 77 54 72 73 N/A 47 90 97
2689
narayana-reddy-circles
Enables checking git repository status and viewing recent commit history throug…
B 77 55 96 100 N/A 22 95 46
2690
atharvagupta2003
Integrates with Lemon Squeezy to manage subscriptions, checkouts, products, ord…
B 77 55 84 67 45 81 99
2691
iannuttall
Flux UI MCP Server Claim 1
Provides reference information for Flux UI components, enabling AI assistants t…
B 77 55 78 100 N/A 45 95 54
2692
codemaestroai
Provides secure filesystem access for AI assistants with optimizations like fil…
B 77 54 96 63 N/A 18 95 96
2693
CaullenOmdahl
MM Query Claim 1
Enables querying and comparing products from MM's retail (B2C) and wholesale (B…
B 77 55 92 68 39 78 96
2694
ggc180820
mcp-keyward Claim
Local encrypted vault for API keys. LLMs never see your real keys — the server …
B 77 44 78 N/A N/A 21 95 99
2695
mkreyman
mcp-memory-keeper Claim 1
MCP server for persistent context management in AI coding assistants
B 77 54 100 31 N/A 87 94 76
2696
shuji-bonji
rfcxml-mcp Claim 1
A Model Context Protocol (MCP) server for structured understanding of RFC docum…
B 77 55 90 56 62 82 92
2697
loonghao
Enables AI assistants to programmatically control Adobe Photoshop on Windows to…
B 77 54 88 28 N/A 87 90 98
2698
angrysky56
MCP-Logic Claim 1
MCP-Logic is a server that provides AI systems with automated reasoning capabil…
B 77 54 90 56 48 95 89
2699
aledlie
Doppler MCP Server Claim 1
Enables secure secrets management through the Doppler CLI via natural language …
B 77 55 94 100 N/A 26 95 49
2700
RayanZaki
A Machine Conversation Protocol server that enables AI assistants to manage Goo…
B 77 55 74 74 63 80 95
Showing 2651–2700 of 59573 servers
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