MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3651
quartz-labs-dev
Pabal MCP Claim
Manages App Store Connect and Google Play Console metadata, releases, and ASO w…
B 76 54 94 53 N/A 32 95 95
3652
mimen
Provides read-only access to local Beeper message history on macOS, enabling us…
B 76 54 94 58 N/A 16 95 100
3653
samihalawa
Google Ads MCP Server Claim 1
Enables programmatic management of Google Ads campaigns, allowing users to moni…
B 76 55 94 100 49 81 41
3654
AbdallahAHO
Connects AI assistants to Lokalise translation management platform with 59 tool…
B 76 55 82 51 78 81 92
3655
gotohuman
gotoHuman MCP Claim
Add human approval steps to your AI agents and automations with gotoHuman.
B 76 55 60 100 47 82 87
3656
vish288
mcp-coda Claim 1
MCP server for Coda.io — docs, pages, tables, rows, formulas, and automations.
B 76 54 57 68 N/A 78 83 100
3657
VictoriaMetrics
mcp-vmanomaly Claim 2
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
B 76 54 69 66 N/A 73 83 94
3658
jessebautista
MCP-openproject
B 76 66 84 76 85 28 78 94
3659
oleksiitrembach
Gigaspec Claim
An AI-native specification framework that enables deep requirements analysis an…
B 76 55 84 62 60 80 88
3660
aibozo
An intelligent codebase processing server that provides agentic RAG capabilitie…
B 76 55 86 71 36 80 94
3661
filipkrayem
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) …
B 76 55 90 71 28 81 95
3662
nnnkkk7
Bucketeer MCP Server Claim 1
A Model Context Protocol server for managing Bucketeer feature flags, providing…
B 76 54 69 77 N/A 41 95 91
3663
hazzel-cn
Enables AI agents to interact with terminal environments through multiple concu…
B 76 55 90 83 N/A 45 95 50
3664
Evilander
Audrey Claim
Persistent memory and continuity engine for Claude Code and AI agents.
B 76 44 62 N/A N/A 61 95 87
3665
xumingjun5208
Gemini MCP Server Claim
Enables multi-turn conversations with Google Gemini AI models, supporting file …
B 76 55 74 70 N/A 42 95 94
3666
vedantparmar12
A sophisticated server that enables AI assistants to automatically analyze code…
B 76 55 78 66 60 81 91
3667
joemccann
xAI MCP Server Claim 1
Integrates xAI's Grok APIs into Claude Code to enable image and video generatio…
B 76 55 100 100 30 81 44
3668
Dataring-engineering
mcp-server-trino Claim 1
Trino MCP Server to query and access data from Trino Clusters.
B 76 55 86 67 39 80 100
3669
Arborist-ai
ClaudeHopper Claim
AI-powered MCP server that enables Claude and other LLMs to interact directly w…
B 76 54 88 58 N/A 46 90 90
3670
damonxue
OSSInsight MCP Server Claim 1
Provides GitHub data analysis for repositories, developers, and organizations, …
B 76 55 90 100 39 81 51
3671
rhdeck
Checks username availability and retrieves account information across major soc…
B 76 55 90 58 44 82 100
3672
tavily-ai
Tavily MCP Server Claim 2
Enable real-time web search and data extraction capabilities.
B 76 55 79 100 N/A 58 87 43
3673
chrisribe
Provides AI assistants with persistent memory across sessions using local SQLit…
B 76 55 70 83 N/A 52 95 75
3674
smattila
mcp-swarmia Claim 1
Exposes the Swarmia Export API as tools for AI assistants to query engineering …
B 76 55 92 62 45 82 90
3675
neiltron
An MCP server that allows users to query and analyze their Apple Health data us…
B 76 54 79 60 N/A 48 95 92
3676
amotivv
This MCP server provides tools for interacting with Cloudflare Browser Renderin…
B 76 55 96 53 45 80 99
3677
DIMO-Network
Enables AI assistants to access vehicle data from the DIMO Network, including q…
B 76 55 84 72 46 81 91
3678
oregpt
Enables comprehensive interaction with Google Docs and Google Drive through AI …
B 76 54 66 73 N/A 47 95 94
3679
sparfenyuk
Youtube MCP Server Claim
Bridges YouTube API and AI assistants, enabling video analysis by downloading a…
B 76 55 80 65 51 80 100
3680
dkmaker
A TypeScript-based MCP server that enables interaction with Azure Table Storage…
B 76 55 90 100 49 81 46
3681
theonlineeccentric-cell
A basic example MCP server deployed as a Netlify serverless function using Expr…
B 76 66 78 75 85 32 81 94
3682
nota
gyazo Claim 1
Official Model Context Protocol server for Gyazo
B 76 55 92 82 72 86 38
3683
es6kr
Claude Code Session Manager
B 76 54 90 51 N/A 37 92 100
3684
powerstar13
A Node.js-based remote Model Context Protocol (MCP) server that runs on Azure C…
B 76 55 86 56 55 83 98
3685
punkpeye
Enables AI assistants to perform structured, step-by-step reasoning through seq…
B 76 55 78 70 47 82 97
3686
brian-ln
Provides stealth browser capabilities using Playwright with anti-detection tech…
B 76 54 82 61 N/A 39 95 94
3687
TheSurfingCoder
Run queries and pull information about your TigerData Cloud's PostgreSQL databa…
B 76 54 90 65 N/A 21 95 91
3688
newtype-01
Obsidian MCP Claim
This project implements a Model Context Protocol (MCP) server for connecting AI…
B 76 54 86 63 N/A 57 84 84
3689
glassBead-tc
Provides comprehensive access to MCP documentation through structured guides, f…
B 76 55 96 100 45 81 41
3690
edition
Sales Intelligence · B2B Lead Extraction An MCP (Model Context Protocol) server…
B 76 55 60 82 47 95 91
3691
ALPA-Const
Connects AI assistants to Supabase projects to manage databases, execute SQL qu…
B 76 55 84 66 60 82 82
3692
deslicer
Enables AI agents to interact seamlessly with Splunk environments through 20+ t…
B 75 55 86 27 89 81 98
3693
elad12390
Comprehensive web research toolkit with 13 tools for searching (via SearXNG), c…
B 75 54 88 28 N/A 79 90 92
3694
kazuph
Model Context Protocol server for fetching web content and processing images. T…
B 75 55 66 82 N/A 72 95 60
3695
GeLi2001
datadog mcp Claim
for tracing and monitoring
B 75 55 84 70 48 81 84
3696
holocode-ai
Rembg MCP Server Claim 1
Enables AI-powered background removal from images using multiple specialized mo…
B 75 54 84 56 N/A 40 92 95
3697
dbt-labs
dbt-mcp Claim
Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/…
B 75 55 86 38 93 80 86
3698
vltansky
A TypeScript template for building Model Context Protocol servers with example …
B 75 54 78 60 N/A 42 95 93
3699
GongRzhe
APIWeaver Claim
Dynamically converts any REST API into MCP tools by registering web API configu…
B 75 55 88 63 46 74 94
3700
sdlbp
swagger-mcp-tool Claim
A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documenta…
B 75 55 88 52 50 81 100
Showing 3651–3700 of 45235 servers
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