MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24001
alperenkocyigit
A comprehensive Model Context Protocol server that provides AI assistants with …
C 55 4⁄4 ◐ ⏳ 58 50 — 21 82 —
24002
dotnet-presentations
ai-workshop Claim
Building GenAI Apps in C#: AI Templates, GitHub Models, Azure OpenAI & More
C 55 4⁄3 ◐ ⏳ 60 12 N/A 49 95 —
24003
ArcadeAI
Blueprint MCP ⚡ Claim
Generates architecture diagrams, flowcharts, and sequence diagrams to visualize…
C 55 4⁄4 ◐ ⏳ 60 40 — 33 81 —
24004
ArchieIndian
44 plug-and-play skills for OpenClaw — self-modifying AI agent with cron schedu…
C 55 4⁄3 ◐ ⏳ 58 28 N/A 36 94 —
24005
naveen6768
Expense Tracker MCP ⚡ Claim 1
A Model Context Protocol server designed for tracking and managing personal or …
C 55 3⁄3 ◐ ⏳ 39 N/A N/A 30 95 —
24006
Hexastrike
EventWhisper Claim
Enables fast, scriptable access to Windows .evtx event logs for incident respon…
C 55 4⁄3 ◐ ⏳ 56 22 N/A 44 95 —
24007
metquay
Enables comprehensive test management through SmartBear Zephyr Scale's REST API…
C 55 4⁄4 ◐ ⏳ 68 43 — 22 76 —
24008
ag2-mcp-servers
Enables interaction with Google's Street View Publish API for publishing and ma…
C 55 4⁄4 ◐ ⏳ 60 50 — 21 81 —
24009
NerdySouth
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 55 4⁄3 ◐ ⏳ 60 45 N/A 21 84 —
24010
aimdoc-ai
Configure, host and embed MCP-enabled chat widgets for your website or product.…
C 55 4⁄3 ◐ ⏳ 60 30 N/A 26 95 —
24011
oopsyz
TMF620 MCP Server ⚡ Claim 1
Allows AI agents to interact with a remote TMF620 Product Catalog Management AP…
C 55 4⁄4 ◐ ⏳ 48 62 — 20 82 —
24012
acckkiie
Enables AI agents to search, create, and manage Notion pages and databases thro…
C 55 4⁄4 ◐ ⏳ 60 28 — 48 81 —
24013
restful3
A server that enables interaction with Upbit cryptocurrency exchange API throug…
C 55 4⁄4 ◐ ⏳ 50 46 — 43 81 —
24014
ory
lumen Claim
Reduce Claude Code, Codex, OpenCode wall clock and token use by 50% with open s…
C 55 4⁄3 ◐ ⏳ 64 0 N/A 65 91 —
24015
ariesanhthu
VNStock MCP Server ⚡ Claim
Provides access to Vietnam stock market data including real-time quotes, histor…
C 55 4⁄4 ◐ ⏳ 66 20 — 44 83 —
24016
nsphung
Stop building AI agents from scratch. Bootstrap starter Agent app with LangGrap…
C 55 4⁄3 ◐ ⏳ 60 22 N/A 40 95 — JU
24017
codprocess
A Node.js Express server that integrates with Facebook Marketing API to provide…
C 55 4⁄4 ◐ ⏳ 48 70 — 18 78 —
24018
fedilahbib
Enables AI agents to manage an in-memory product catalog with tools to add prod…
C 55 4⁄4 ◐ ⏳ 54 57 — 19 81 —
24019
wrxck
Fleet ⚡ Claim
A production management server for Docker Compose applications that handles sys…
C 55 4⁄3 ◐ ⏳ 64 28 N/A 33 89 —
24020
thichcode
A middleware service that uses Model Context Protocol to analyze and automate Z…
C 55 4⁄4 ◐ ⏳ 42 71 — 19 81 —
24021
ag2-mcp-servers
An MCP (Multi-Agent Conversation Protocol) Server that provides access to Googl…
C 55 4⁄4 ◐ ⏳ 60 47 — 21 81 —
24022 C 55 3⁄3 ◐ ⏳ 50 N/A N/A 10 95 —
24023
b33eep
Persistent memory system for Claude Code via Markdown. Setup with /init-project…
C 55 4⁄3 ◐ ⏳ 60 7 N/A 55 96 —
24024
log6262635
Allows Cursor to interact with MySQL databases through the MCP protocol, enabli…
C 55 4⁄4 ◐ ⏳ 54 56 — 21 81 —
24025
coldfire-x
Owner avatar beijing-car-quota-draw
C 55 4⁄4 ◐ ⏳ 48 52 — 39 80 —
24026
altinoren
utopia Claim
MCP that simulates a set of smart home and lifestyle devices, allowing you to t…
C 55 3⁄3 ◐ ⏳ 48 N/A N/A 12 95 —
24027
remotebrowser
Get Gather ⚡ Claim
A containerized service that enables MCP clients to interact with data and perf…
C 55 4⁄4 ◐ ⏳ 42 43 — 56 81 —
24028
ibretsam
A serverless MCP (Model Context Protocol) implementation that can be deployed o…
C 55 4⁄4 ◐ ⏳ 48 62 — 21 81 —
24029
Nixon-Suarez
A complete Model Context Protocol server that implements Selenium WebDriver for…
C 55 4⁄3 ◐ ⏳ 60 33 N/A 23 95 —
24030
tharuneshwar-s
mcp-space Claim
MCP Space is a no-code platform for building and deploying AI tools using the M…
C 55 4⁄3 ◐ ⏳ 58 41 N/A 21 89 —
24031
jasmin707kr
ngrok-docs Claim 1
C 55 4⁄3 ◐ ⏳ 56 17 N/A 53 92 —
24032
elena-kuznetsova-wh
Enables secure querying of analytics data stored in AWS Athena/S3 through natur…
C 55 4⁄4 ◐ ⏳ 48 61 — 24 81 —
24033
dontsovcmc
wildberries ⚡ Claim 2
MCP server for Wildberries Seller API — products, orders, supplies, analytics, …
C 55 3⁄3 ◐ ⏳ 47 N/A N/A 32 83 —
24034
Contentrain
Contentrain Claim
Git-native content governance for AI agents — 24 deterministic MCP tools over s…
C 55 4⁄3 ◐ ⏳ 58 0 — 74 92 —
24035
thinkbigcd
mcp integrations for popular services and apis
C 55 4⁄3 ◐ ⏳ 52 30 N/A 43 92 —
24036
Harry-027
JotDown Claim 1
An MCP server to create/update pages in Notion app & auto generate mdBooks from…
C 55 4⁄3 ◐ ⏳ 45 35 N/A 50 90 —
24037
ZLeventer
Google Ads ⚡ Claim 3
MCP server for Google Ads — 22 tools for spend diagnosis, impression share, and…
C 55 3⁄3 ◐ ⏳ 45 N/A N/A 55 67 —
24038
nzrsky
zig-mcp Claim 1
MCP server for Zig that connects AI coding assistants to ZLS (Zig Language Serv…
C 55 3⁄3 ◐ ⏳ 35 N/A N/A 36 95 —
24039
leuzeus
A TypeScript-based MCP server scaffold designed for monitoring and interacting …
C 55 4⁄4 ◐ ⏳ 60 17 — 60 83 —
24040
Valerio357
amadeus_booking ⚡ Claim
C 55 3⁄3 ◐ ⏳ 42 N/A N/A 23 95 —
24041
vijayaahirejadhav
Automates the creation and scheduling of LinkedIn posts using MCP server integr…
C 55 4⁄4 ◐ ⏳ 48 66 — 16 81 —
24042
jamesdingAI
stockreport-mcp ⚡ Claim
A multi-market stock data server providing financial information, historical pr…
C 55 4⁄4 ◐ ⏳ 54 31 — 58 80 —
24043
akshitsinha
Device MCP Server ⚡ Claim
Device MCP Server
C 55 4⁄3 ◐ ⏳ 64 12 N/A 44 95 —
24044
francisco-perez-sorrosal
cv Claim 1
An MCP server that provides access to Francisco Perez-Sorrosal's CV
C 55 3⁄3 ◐ ⏳ 31 N/A N/A 41 95 —
24045
lucamilletti99
Enables discovery, registration, and management of external API endpoints throu…
C 55 4⁄4 ◐ ⏳ 60 35 — 36 83 —
24046
MeasureSpace
MCP server for weather, climate, air quality, agriculture, pollen and geocoding…
C 55 4⁄3 ◐ ⏳ 53 67 N/A 39 58 —
24047
adrianmikula
A Model Context Protocol (MCP) server that provides AI coding assistants with s…
C 55 4⁄3 ◐ ⏳ 48 33 N/A 43 95 —
24048
fellgar246
hr-faq-rag ⚡ Claim
MCP server that enables querying an HR FAQ document via RAG, returning accurate…
C 55 3⁄3 ◐ ⏳ 42 N/A N/A 25 95 —
24049
udaykumarbpatel
AEM MCP Server ⚡ Claim
A comprehensive Model Context Protocol server for Adobe Experience Manager that…
C 55 4⁄4 ◐ ⏳ 48 35 — 55 82 —
24050
AndreasKarz
This repository contains a complete developer setup for .NET backend vibe codin…
C 55 4⁄3 ◐ ⏳ 60 28 N/A 29 95 —
Showing 24001–24050 of 69261 servers
« Prev 1 … 479 480 481 482 483 … 1386 Next »