MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4401
gawakawa
Pursuit MCP Claim
Enables searching PureScript documentation through the Pursuit search engine. S…
B 74 55 70 82 37 81 91
4402
apridachin
Kagi MCP Server Claim 1
Allows the use of Kagi's API for web searching and content enrichment through m…
B 74 55 90 66 40 80 85
4403
elegroag
Provides access to Backbone.js documentation chapters as readable resources and…
B 74 54 68 60 N/A 58 92 90
4404
hiveflowai
Connects AI assistants (Claude, Cursor, etc.) directly to the HiveFlow automati…
B 74 55 78 68 45 76 95
4405
geobio
Airbnb MCP Server Claim 1
Enables searching for Airbnb listings and retrieving detailed property informat…
B 74 54 84 56 42 91 91
4406
hlpsxc
Enables comprehensive video quality analysis including metadata extraction, GOP…
B 74 54 90 61 N/A 24 94 86
4407
formulahendry
MCP Server that facilitates spec-driven development workflows, not just Vibe Co…
B 74 55 60 92 N/A 52 95 65
4408
dayal-arnav05
Enables natural language interactions with Salesforce, allowing users to query …
B 74 55 86 56 51 81 91
4409
LeeMangold
Enables AI models to interact with Freshservice IT service management platform,…
B 74 55 72 71 48 81 95
4410
johnsorrentino
MCP Namecheap Server Claim 1
Provides integration with the Namecheap API for domain management operations, i…
B 74 55 86 66 23 80 100
4411
pablof7z
MCP Money Claim 1
An MCP server to provide AI agents money functionalities via Nostr and Cashu.
B 74 55 75 100 20 81 77
4412
CarbonoDev
Provides comprehensive tools for TailwindCSS development including utility clas…
B 74 55 96 91 44 81 43
4413
shashwatgtm
8 content tools: Case Studies, Newsletters, Webinars, Repurposing, Thought Lead…
B 74 55 84 91 N/A 45 95 41
4414
Porta048
AutoCAD MCP Server Claim 1
Enables users to control AutoCAD, GstarCAD, or ZWCAD through natural language v…
B 74 54 92 38 N/A 43 90 99
4415
Jhackman2019
Codebase indexing and search via WASM tree-sitter. Works on ARM64 and x86_64.
B 74 54 68 62 N/A 55 90 94
4416
Augmented-Nature
STRING-db MCP Server Claim 2
A comprehensive Model Context Protocol (MCP) server for accessing the STRING pr…
B 74 55 94 100 31 81 42
4417
ScriptedAlchemy
Enables AI assistants to debug Node.js applications using Chrome DevTools Proto…
B 74 54 72 61 N/A 54 95 87
4418
assister-xyz
AgentTrust Claim
Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial…
B 74 54 96 41 N/A 73 65 96
4419
paybyrd
claude-mcp-server Claim 1
A Model Context Protocol server that enables Claude AI to interact with Paybyrd…
B 74 55 79 70 37 80 97
4420
aryanduntley
aifp Claim
Database-driven FP enforcement and project management for AI-maintained codebas…
B 74 54 96 26 N/A 62 92 91
4421
baranwang
mcp-tung-shing Claim 1
A Model Context Protocol plugin for Chinese Tung Shing (黄历/通勝/通胜) almanac calcu…
B 74 55 72 100 N/A 67 95 29
4422
Jij-Inc
Jij MCP Server Claim
A server that provides tools and utilities to support the implementation of Jij…
B 74 54 80 58 N/A 26 95 98
4423
conorbronsdon
gws-mcp-server Claim
Google Workspace MCP server exposing 23 curated tools for Drive, Sheets, Calend…
B 74 55 72 61 69 81 91
4424
Garoth
SendGrid MCP Server Claim 2
Provides an interface to manage email marketing, contact lists, dynamic templat…
B 74 55 90 68 23 78 96
4425
anu-june
Confluence MCP Server Claim 1
Enables AI assistants to interact with Atlassian Confluence Cloud by providing …
B 74 55 78 65 42 78 100
4426
zcaceres
gtasks-mcp Claim 2
An MCP server to Manage Google Tasks
B 74 55 75 62 48 80 99
4427
hongnoul
mit-dining Claim
Real-time MIT dining hall menus with dietary filtering across all 6 halls
B 74 54 66 68 N/A 38 92 100
4428
NapthaAI
A reference implementation for creating an MCP server supporting Streamable HTT…
B 74 55 72 66 45 81 100
4429
udhaykumarbala
AI image generation and editing with Google Gemini. Structured JSON editing.
B 74 44 62 N/A N/A 52 83 97
4430
nacal
Allows AI assistants to connect to and control Minecraft players on remote serv…
B 74 55 60 72 73 80 91
4431
gigamori
An MCP server that executes SQL via ConnectorX and streams the result to a CSV …
B 74 55 79 68 47 81 86
4432
sudanese
Ploi MCP Server Claim 1
Integrates Ploi.io API functionality into AI assistants for managing servers, s…
B 74 55 60 70 65 81 99
4433
suhail-ak-2
Typesense MCP Server Claim 1
An MCP server implementation that enables AI models to discover, search, and an…
B 74 55 69 68 52 80 96
4434
shuakami
mcp-ssh Claim
Enables AI models to access and manage SSH connections through a standardized i…
B 74 54 70 68 N/A 39 88 97
4435
maxim-ist
MCP Bear Claim
A Python-based MCP server that provides read and write access to Bear Notes on …
B 74 55 90 91 N/A 43 95 36
4436
magicuidesign
mcp Claim 1
Official Magic UI MCP server.
B 74 55 68 100 N/A 61 95 37
4437
utain
kroki-mcp Claim
Kroki-MCP is a Go-based Model Context Protocol tool that converts textual diagr…
B 74 54 72 43 N/A 68 90 99
4438
zhhbinn
YAPI MCP Server Claim 1
Enables AI assistants to manage YAPI API documentation by providing tools to cr…
B 74 55 78 66 48 80 90
4439
th3w1zard1
Enables Claude to search and retrieve Panda3D game engine documentation seamles…
B 74 55 94 61 30 82 91
4440
wcampbellgalaxy
Analyzes Solana blockchain metrics from InfluxDB and generates categorized Graf…
B 74 55 94 91 23 81 61
4441
dindicoelho
Enables intelligent RSS feed management and analysis through Inoreader integrat…
B 74 55 86 61 34 81 99
4442
suvarchal
Docker MCP Server Claim
Allows Claude and other AI assistants to interact with Docker through the MCP p…
B 74 54 78 70 N/A 18 95 94
4443
mlziade
librarian Claim 2
An MCP server that enables LLMs to search, summarize, and retrieve detailed inf…
B 74 55 79 56 47 82 99
4444
jparkerweb
mcp-sqlite Claim
Model Context Protocol (MCP) server that provides comprehensive SQLite database…
B 74 54 66 56 N/A 74 87 94
4445
arcjet
Arcjet Claim
An MCP server for Arcjet - the runtime security platform that ships with your A…
B 74 55 66 100 48 95 52
4446
scanmalware
MCP server for ScanMalware.com URL scanning, malware detection, and analysis.
B 74 66 77 70 86 31 81 86
4447
shuttle-hq
Neptune MCP Server Claim
Enables AI agents to deploy applications to AWS with DevOps capabilities by aut…
B 74 55 60 66 78 76 99
4448
irskep
persistproc Claim
MCP server + command line tool that allows agents to see & control long-running…
B 74 54 88 38 N/A 66 92 87
4449
omert11
Enables AI-powered translation of Django gettext .po files while intelligently …
B 74 54 78 60 N/A 38 95 93
4450
tallpizza
Dooray MCP Server Claim
Enables integration with Dooray API for comprehensive project management includ…
B 74 55 94 60 29 81 90
Showing 4401–4450 of 45732 servers
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