MCP Server Quality Scores

Independent quality analysis of 59042 public MCP servers

59042
Discovered
29883
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5201
webfansplz
Vue MCP Server Claim
Provides application insights for Vue apps by exposing component trees, state, …
B 73 54 66 52 N/A 52 95 100
5202
eno-graph
Provides an interface to access Google Analytics Data API through Model Context…
B 73 55 86 66 28 82 90
5203
y1hanh
A minimalist indexing tool that provides AI agents with semantic search and str…
B 73 55 72 70 37 80 98
5204
roshanponnappa
Enables simultaneous querying and schema exploration across multiple database t…
B 73 55 86 55 43 76 98
5205
lkm1developer
Apollo.io MCP Server Claim 1
A Model Context Protocol server implementation that enables AI assistants to in…
B 73 55 71 67 48 82 91
5206
hdresearch
Shell MCP Server Claim 1
A Node.js implementation of the Model Context Protocol that provides secure she…
B 73 54 84 51 N/A 50 82 94
5207
fdrechsler
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
B 73 55 81 58 N/A 46 81 93
5208
MCP-Agent766
Legal MCP Server Claim
Enables legal document analysis using Azure Blob Storage and Anthropic Claude A…
B 73 55 78 71 24 81 98
5209
hooker-dev
Connects AI agents like Claude Desktop to the GoHighLevel CRM platform with ove…
B 73 55 84 68 32 77 92
5210
Sk0t31n0s
Enables natural language todo list management through Claude Desktop with YAML-…
B 73 54 90 53 N/A 16 92 100
5211
aml25
Enables AI assistants to search and retrieve executive orders, presidential doc…
B 73 55 82 58 44 81 94
5212
huajibing
CHGIS MCP Server Claim
Enables querying of China Historical Geographic Information System (CHGIS) data…
B 73 55 80 68 26 81 98
5213
johnalvero
Integrates with the Promotexter SMS API to enable sending single SMS messages a…
B 73 55 60 82 39 81 98
5214
nosolosoft
CCGLM MCP Server Claim
Enables Claude Code (Anthropic Sonnet) to invoke Z.AI's GLM-4.6 model through a…
B 73 55 84 68 21 80 96
5215
armaasinghn
Production-ready satellite imagery analysis server that enables natural languag…
B 73 55 84 58 45 81 88
5216
stilllovee
Memory MCP Server Claim
Enables AI agents to maintain context across conversation sessions by saving an…
B 73 55 78 66 31 82 99
5217
SamRind
Enables AI assistants to manage Google Calendar by listing, creating, updating,…
B 73 54 78 63 N/A 25 90 99
5218
YUChoe
A TypeScript MCP server for managing persistent knowledge graphs with entities,…
B 73 55 78 100 N/A 32 95 42
5219
arlexperalta
Provides real-time Venezuelan economic data, including official and parallel ex…
B 73 55 84 73 24 80 92
5220
brentwpeterson
Gmail MCP Server Claim 1
Enables interaction with Gmail through MCP-compatible clients to list, read, se…
B 73 55 90 60 32 80 91
5221
Darkstar326
LudusMCP Claim 1
An MCP server that enables management and deployment of Ludus lab environments …
B 73 54 81 45 N/A 50 95 92
5222
ssdeanx
Hi-AI Claim
AI development assistant with 36 specialized tools for memory management, code …
B 73 55 78 58 55 81 87
5223
beixiyo
An MCP server that exposes Language Server Protocol features to external client…
B 73 54 45 71 N/A 58 95 99
5224
big-omega
Mem0 MCP Server Claim
Enables persistent storage and semantic search of coding preferences, patterns,…
B 73 55 86 66 25 81 91
5225
romiluz13
Provides persistent memory and semantic code understanding for AI assistants us…
B 73 55 78 56 57 81 91
5226
misanthropic-ai
Playwright MCP Claim
Playwright wrapper for MCP that enables LLM-powered clients to control a browse…
B 73 54 86 53 N/A 20 95 98
5227
AdityaRapid
Enables AI assistants to interact with Strapi CMS instances through REST API op…
B 73 55 84 57 47 81 91
5228
shck-dev
notion-mcp Claim
A Notion MCP server that enables searching, exporting, and importing pages as m…
B 73 54 90 40 47 81 99
5229
AkekaratP
Airbnb MCP Server Claim
Enables searching for Airbnb listings and retrieving detailed property informat…
B 73 55 84 100 42 81 42
5230
Slaycaster
Extracts and analyzes key frames from Loom videos or local video files for debu…
B 73 55 60 82 N/A 29 95 91
5231
cosmix
Confluence MCP Claim 1
A Model Context Protocol server that enables AI assistants to interact with Con…
B 73 55 71 66 49 78 97
5232
Sou0327
knowmint Claim
AI agent knowledge marketplace. Discover, purchase, and retrieve human expertis…
B 73 55 72 77 N/A 55 70 88
5233
sscmfi
Enables AI assistants to perform high-precision Price and Yield calculations fo…
B 73 55 90 58 30 82 91
5234
coleam00
An MCP server that enables chatting with PostgreSQL databases using secure GitH…
B 73 54 57 71 N/A 47 95 95
5235
aaronsb
TeXFlow Claim
Enables collaborative document authoring and composition with project-based org…
B 73 54 84 41 N/A 67 94 80
5236
oculairmedia
Provides comprehensive tools for managing BookStack instances, including full C…
B 73 55 86 67 32 80 87
5237
mholzen
workflowy Claim
Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup supp…
B 73 54 76 41 N/A 80 83 92
5238
NehoraiHadad
Enables AI assistants to create, edit, and manage Telegraph pages programmatica…
B 73 55 94 82 51 81 44
5239
bondjacobbond
Fathom MCP Server Claim 1
Enables AI agents to access Fathom AI meeting data including transcripts, summa…
B 73 55 72 73 31 82 96
5240
Ansvar-Systems
rwandan-law-mcp Claim
Rwandan legislation via MCP — full-text search across statutes and provisions
B 73 55 90 32 N/A 71 82 91
5241
sadiuysal
A lightweight MCP server that exposes Crawl4AI web scraping and crawling capabi…
B 73 54 78 60 48 90 85
5242
raydeStar
WikiMCP Claim 1
An MCP server for Wiki.js projects that enables full-text search, page retrieva…
B 73 55 75 75 34 78 92
5243
very99
Provides accurate UTC time by aggregating and verifying data from multiple reli…
B 73 55 78 61 40 81 100
5244
spences10
mcp-wsl-exec Claim
A secure MCP server for Windows Subsystem for Linux environments, facilitating …
B 73 54 60 57 N/A 60 90 99
5245
dayongd1
Enables video generation from text prompts or images using Google's Veo 3 API. …
B 73 55 72 72 43 81 93
5246
jmceleney
Enables AI assistants to interact with GoCardless payment data, providing tools…
B 73 55 86 100 39 81 42
5247
timjrobinson
Freesound MCP Server Claim 1
An MCP server that enables AI assistants to search, analyze, and retrieve infor…
B 73 55 75 66 45 82 93
5248
metehan777
Provides Claude access to Google's 'People Also Ask' data through the AlsoAsked…
B 73 55 86 66 23 81 95
5249
reedm121
pty-mcp Claim
Provides a pseudo-terminal (PTY) interface that allows AI agents to interact wi…
B 73 54 66 63 N/A 50 90 95
5250
icoretech
airbroke Claim
🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error C…
B 73 54 60 37 N/A 88 92 100
Showing 5201–5250 of 59042 servers
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