MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33788
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8751
moonraker46
sql2odata-mcp Claim 1
An MCP server that translates SQL statements into OData v4 query syntax, suppor…
C 68 5⁄5 ◉ ⏳ 55 55 — 53 82 95
8752
da-ponta
Enables AI assistants to read, write, and format Google Spreadsheets through th…
C 68 5⁄5 ◉ ⏳ 72 57 — 27 82 95
8753
leoking670
Fetch MCP Claim
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
C 68 5⁄4 ◉ ⏳ 48 73 N/A 30 92 92
8754
yoheitabo
Enables AI-powered knowledge management and creative support by connecting Scra…
C 68 5⁄5 ◉ ⏳ 88 65 N/A 39 95 39
8755
mymcp-fun
Provides professional Chinese astrology calculations including Four Pillars, Fi…
C 68 5⁄5 ◉ ⏳ 60 63 — 60 83 76
8756
happyteam-dx1
MCP Sample Server ⚡ Claim
A simple Model Context Protocol server providing basic utility tools including …
C 68 5⁄4 ◉ ⏳ 72 55 N/A 33 95 77
8757
mattjoyce
A Model Context Protocol server that provides health data from the Senechal API…
C 68 5⁄5 ◉ ⏳ 75 41 — 49 80 95
8758
kajidog
VOICEVOX TTS MCP ⚡ Claim
A text-to-speech MCP server that enables AI assistants to speak using the VOICE…
C 68 5⁄5 ◉ ⏳ 80 32 — 54 81 91
8759
MelaLitho
Enables chat with multiple LLM providers (OpenAI and Anthropic) while maintaini…
C 68 5⁄5 ◉ ⏳ 84 53 — 23 76 90
8760
ishuru
Open MCP Server ⚡ Claim
A modular productivity automation server providing reusable prompt templates, c…
C 68 5⁄5 ◉ ⏳ 96 82 — 30 81 30
8761
bobhuff0
A comprehensive suite of four MCP servers providing real-time stock market data…
C 68 5⁄5 ◉ ⏳ 96 25 — 30 81 99
8762
itsuzef
AbletonMCP Enhanced ⚡ Claim 1
Connects Ableton Live to AI assistants through Model Context Protocol (MCP), en…
C 68 5⁄4 ◉ ⏳ 78 33 N/A 46 89 90
8763
jasnonaz
A Model Context Protocol for creating detailed fictional worlds with Claude, fe…
C 68 5⁄5 ◉ ⏳ 78 91 — 30 80 42
8764
DeamonDev888
WhatsApp MCP Server ⚡ Claim 1
An MCP server that enables AI to control WhatsApp Web via Puppeteer Stealth for…
C 68 5⁄4 ◉ ⏳ 61 57 N/A 35 88 93
8765
ctermiii
Weather MCP Server ⚡ Claim
Enables real-time weather queries for cities worldwide using Open-Meteo API. Pr…
C 68 5⁄5 ◉ ⏳ 80 95 — 44 81 23
8766
refined-element
lightning-enable-mcp ⚡ Claim 1
Add Bitcoin Lightning payments to MCP-enabled AI agents. Pay invoices, create i…
C 68 5⁄5 ◉ ⏳ 90 43 — 49 58 94
8767
armmac1
Enables interaction with the Hostinger Ecommerce API to retrieve product inform…
C 68 5⁄5 ◉ ⏳ 60 70 — 21 81 100
8768
cg3-llc
prior ⚡ Claim
Shared knowledge base for AI agents. Search and contribute solutions to technic…
C 68 5⁄5 ◉ ⏳ 88 10 — 68 81 96
8769
Sai-Adarsh
An MCP server that provides easy setup and configuration for multiple AI develo…
C 68 5⁄4 ◉ ⏳ 59 65 N/A 27 87 97
8770
a1athrop
YNAB MCP Server ⚡ Claim
Enables users to manage budgets, accounts, categories, and transactions on You …
C 68 5⁄5 ◉ ⏳ 76 46 — 27 82 100
8771
NimbleBrainInc
Bash MCP Server ⚡ Claim 1
An MCP server that enables the execution of arbitrary bash commands and returns…
C 68 5⁄5 ◉ ⏳ 59 58 — 63 69 94
8772
Ghostseller
CastPlan MCP Claim
Provides AI assistants with persistent memory of your project architecture, dev…
C 68 5⁄5 ◉ ⏳ 86 28 — 68 81 75
8773
dervish666
TMDB MCP Server ⚡ Claim
Provides integration with The Movie Database (TMDB) API for searching movies, T…
C 68 5⁄5 ◉ ⏳ 84 38 — 27 81 100
8774
matbanik
Desktop text workbench + MCP server: 22+ text processing tools for AI assistants
C 68 5⁄4 ◉ ⏳ 60 41 N/A 70 90 85
8775
samgwd
DiSH MCP Server ⚡ Claim
Enables interaction with the DiSH room booking platform to search availability,…
C 68 5⁄4 ◉ ⏳ 76 43 N/A 29 92 90
8776
rwxproject
A comprehensive template for building Model Context Protocol servers with FastM…
C 68 5⁄5 ◉ ⏳ 66 63 — 21 81 99
8777
Adity-star
Real-time stock API with Python, MCP server example, yfinance stock analysis da…
C 68 5⁄4 ◉ ⏳ 60 43 N/A 52 92 95
8778
dmaznest
BrowserCat MCP Server ⚡ Claim 1
Provides cloud-based browser automation capabilities that allow LLMs to interac…
C 68 5⁄5 ◉ ⏳ 72 66 — 20 71 100
8779
Leee62
Sentry Issues MCP ⚡ Claim
A server that enables retrieval of Sentry issues through two simple tools - get…
C 68 5⁄5 ◉ ⏳ 48 100 — 40 81 65
8780
HeTalksInMaths
ToGMAL MCP Server ⚡ Claim
Provides real-time, privacy-preserving analysis of LLM interactions to detect p…
C 68 5⁄4 ◉ ⏳ 96 33 N/A 22 95 80
8781
SergiFuster
A comprehensive MCP server with 30+ custom tools organized into categories: dat…
C 68 5⁄4 ◉ ⏳ 72 58 N/A 18 87 93
8782
ttpears
MySQL Explorer ⚡ Claim
An intelligent MySQL MCP Server with expert data analytics capabilities and com…
C 68 5⁄5 ◉ ⏳ 84 75 N/A 41 81 46
8783
GoCoder7
Enables interaction with Oracle Cloud Infrastructure services through a unified…
C 68 5⁄5 ◉ ⏳ 84 62 — 20 81 78
8784
Scrapezy
Scrapezy MCP Server ⚡ Claim 2
Extract structured data from websites using AI models. Simplify data extraction…
C 68 5⁄5 ◉ ⏳ 45 65 N/A 58 86 91
8785
bracta
Enables complete StreamSets Control Hub integration through conversational AI, …
C 68 5⁄5 ◉ ⏳ 94 43 — 21 81 88
8786
psaboia
A TypeScript-based MCP server designed for experimentation and integration with…
C 68 5⁄5 ◉ ⏳ 86 82 N/A 25 95 33
8787
XGINKKK
Outlet das Cores CRM ⚡ Claim 1
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
C 68 5⁄5 ◉ ⏳ 72 60 — 32 74 94
8788
appdevlpr
Enables Large Language Models to connect to various real-world applications thr…
C 68 5⁄5 ◉ ⏳ 94 31 — 24 81 98
8789
greirson
Todoist MCP Server ⚡ Claim 1
An MCP server that connects Claude with Todoist for complete task and project m…
C 68 5⁄5 ◉ ⏳ 49 46 — 83 81 92
8790
tatn
This server provides a tool to generate unified diffs between two text strings,…
C 68 5⁄5 ◉ ⏳ 78 83 — 38 81 47
8791
StudentOfJS
Provides tools for frontend testing including code analysis, test generation, t…
C 68 5⁄5 ◉ ⏳ 76 60 — 43 81 71
8792
mcieunic
Hybris MCP Server ⚡ Claim 1
Enables AI assistants to interact with SAP Commerce Cloud (Hybris) instances to…
C 68 5⁄5 ◉ ⏳ 78 57 — 27 69 97
8793
krishnaik06
A simple implementation of a Model Context Protocol server that demonstrates co…
C 68 5⁄4 ◉ ⏳ 66 31 N/A 47 95 100
8794
RmMargt
A bridge between AI assistants and search services that implements A2A protocol…
C 68 5⁄5 ◉ ⏳ 90 46 — 37 81 74
8795
ilil1
Simple MCP Server ⚡ Claim
A minimal MCP server implementation demonstrating basic tool integration with e…
C 68 5⁄5 ◉ ⏳ 60 57 — 42 81 100
8796
shaunmacfullstack
Exposes Perplexity AI's search capabilities to Claude, enabling real-time web s…
C 68 5⁄5 ◉ ⏳ 78 42 — 44 82 91
8797
Kyohei-9841
Enables interaction with Google Spreadsheets through the Model Context Protocol…
C 68 5⁄5 ◉ ⏳ 80 62 — 29 81 74
8798
kiralyzoltan98
Enables AI to monitor and analyze local system processes through custom tools. …
C 68 5⁄5 ◉ ⏳ 68 75 N/A 21 95 68
8799
PrefectHQ
fastmcp ⚡ Claim
🚀 The fast, Pythonic way to build MCP servers and clients.
C 68 6⁄4 ◉ ⏳ 72 65 0 88 95 98
8800
Nam088
mcp-database-server ⚡ Claim 1
A modular MCP server that enables interaction with multiple database types incl…
C 68 5⁄5 ◉ ⏳ 78 100 — 24 74 42
Showing 8751–8800 of 69070 servers
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