MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27407
Scored
1831
Verified
16957
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8851
ydb-platform
ydb-mcp Claim 1
MCP server for interacting with [YDB](https://ydb.tech) databases
C 68 55 63 37 67 83 96
8852
maxsmosarski
Enables semantic search and document management with support for text, PDF, and…
C 68 55 60 68 24 81 99
8853
azionlearn-cloud
A Model Context Protocol server template deployed on Azion Edge Computing Netwo…
C 68 55 63 70 27 81 93
8854
kroq86
MCP runtime copilot for health checks, regressions, explainability, and operati…
C 68 54 72 31 N/A 59 90 88
8855
Tae4an
Analyzes security compliance documents (ISMS-P, NIST, CIS Benchmark) in PDF/TXT…
C 68 54 72 52 N/A 25 95 83
8856
stopWarByWar
A simple MCP server for creating and managing notes with support for summarizat…
C 68 54 78 52 N/A 20 87 92
8857
simplicianokelly52
comet-mcp Claim 2
An MCP server that connects Claude to Perplexity Comet for agentic web browsing…
C 68 55 63 56 N/A 51 80 91
8858
cheungxin
JianDaoYun MCP Server Claim 1
A Model Context Protocol server for JianDaoYun form data management, supporting…
C 68 55 65 100 N/A 20 95 44
8859
JamesLouie
Oura Ring MCP Server Claim 1
A Model Context Protocol server that provides access to Oura Ring health and fi…
C 68 55 63 65 21 81 100
8860
kevinbin
A Model Context Protocol server that enables AI models to interact with MySQL d…
C 68 55 69 61 23 80 95
8861
PortlandKyGuy
Dynamic MCP Server Claim
Creates custom MCP servers from JSON configuration files that can execute AI-po…
C 68 54 78 57 N/A 68 90 43
8862
izzzzzi
MCP server for codewiki.google: search repos, fetch wiki docs, ask questions
C 68 55 49 82 N/A 78 95 37
8863
FradSer
将各种格式的文件转换为Markdown描述,帮助用户轻松获取文件内容的结构化信息。通过Cloudflare AI服务,支持多种文件类型的转换,提升文档处理效率。
C 68 55 60 67 N/A 31 81 93
8864
JangHyuckYun
An MCP server for intelligent YouTube video analysis that provides token-optimi…
C 68 55 73 31 64 78 99
8865
rijkvanzanten
Directus MCP Server Claim 1
A Model Context Protocol server that allows AI tools to connect to and interact…
C 68 55 59 57 49 81 96
8866
droidnext
Enables semantic search across browser bookmarks from Chrome, Firefox, Edge, Op…
C 68 54 60 48 N/A 40 95 96
8867
NewAITees
TaskMateAI Claim 2
AI-driven task management application that operates via MCP, enabling autonomou…
C 68 54 86 57 N/A 43 89 53
8868
AVIMBU
Allows AI models to query and retrieve analytics data from Plausible Analytics …
C 68 55 80 52 27 82 90
8869
Leon-Algo
Manages and automatically refreshes Feishu (Lark) app access tokens and user ac…
C 68 55 60 66 32 81 93
8870
matthewdcage
A Model Context Protocol (MCP) server for Cursor IDE that simplifies the instal…
C 68 55 66 100 53 81 32
8871
kingroyalabstergo-agent
Qwery MCP Server Claim
A search engine for AI agents that enables searching, comparing, and discoverin…
C 68 55 70 50 35 82 99
8872
199-mcp
MCP Wait Timer Server Claim 1
Provides a simple 'wait' tool that introduces deliberate pauses into workflows …
C 68 55 78 70 46 83 51
8873
ShunL12324
Enables Claude Code to call Gemini models through an OpenAI-compatible API, pro…
C 68 55 72 63 27 81 88
8874
jaksm
Enables AI-powered semantic search through Expo SDK documentation across multip…
C 68 66 100 77 0 52 82 96
8875
johnreitano
An MCP server that provides simple query capabilities for Google Cloud Datastor…
C 68 55 71 56 22 82 99
8876
kailashAppDev
Integrate Figma's powerful design capabilities into your applications. Leverage…
C 68 55 66 66 N/A 28 82 89
8877
arjunkmrm
A minimal ChatGPT app demonstrating interactive greeting widgets with confetti …
C 68 55 66 61 26 81 99
8878
kyuheon-kr
shell-use Claim 1
Let agents use the shell like a human.
C 68 54 68 36 N/A 49 92 95
8879
nicholmikey
An MCP server that provides tools for interacting with Chrome through its DevTo…
C 68 55 57 62 43 81 97
8880
Nexlab-One
Provides LLMs with comprehensive knowledge about the V programming language, in…
C 68 54 80 36 N/A 24 95 94
8881
DiogoAzevedo03
IPMA MCP Server Claim 1
Provides access to Portuguese weather data from IPMA (Instituto Português do Ma…
C 68 55 72 61 23 82 93
8882
wtyler2505
mcp-arduino-server Claim
C 68 54 76 43 N/A 27 87 98
8883
Alosies
GitLab MCP Server Claim
A TypeScript MCP server that provides integration with GitLab's REST API, allow…
C 68 55 88 32 81 82 61
8884
JuanPedroSosa
Weather MCP Server Claim
Provides tools to fetch real-time weather data from the National Weather Servic…
C 68 54 54 61 N/A 28 94 100
8885
efforthye
Advanced filesystem operations with large file handling capabilities and Claude…
C 68 64 100 60 0 69 87 96
8886
vignesh-codes
ai-agents-mcp-pg Claim 1
This repo is an extension of PostgreSQL MCP Server providing functionalities to…
C 68 55 79 45 N/A 33 74 100
8887
yarnabrina
MCP server that can perform basic arithmetic operations and parse/evaluate arit…
C 68 54 86 63 N/A 61 90 28
8888
Adity-star
Real-time stock API with Python, MCP server example, yfinance stock analysis da…
C 68 54 60 43 N/A 52 92 95
8889
gldc
Enables AI agents to interact with PostgreSQL databases through the Model Conte…
C 68 55 72 46 53 80 89
8890
DeepakJangra239
Enables fast code analysis and navigation through hybrid semantic search, graph…
C 68 54 72 31 N/A 45 95 96
8891
gxjansen
Transistor Claim
Interact with the Transistor.fm API to manage podcasts and episodes.
C 68 64 90 73 0 47 95 99
8892
orkuhh
Memory MCP Server Claim
Provides tools for AI agents to manage long-term memories, daily notes, and TOD…
C 68 54 86 28 N/A 30 90 100
8893
infinitimeless
LMStudio-MCP Claim
A bridge that allows Claude to communicate with locally running LLM models via …
C 68 54 60 41 N/A 51 92 99
8894
Nicolasvegam
Boma MCP Claim 1
An MCP server designed to manage meeting room reservations on the Boma platform…
C 68 55 63 60 35 76 100
8895
theoklitosBam7
Automatically generates conventional commit messages from staged git changes an…
C 68 55 70 31 70 82 93
8896
Lodimup
Enables full desktop automation on macOS through natural language, including mo…
C 68 54 62 50 N/A 25 95 100
8897
a1athrop
YNAB MCP Server Claim
Enables users to manage budgets, accounts, categories, and transactions on You …
C 68 55 76 46 27 82 100
8898
arrow2nd
tako-mcp Claim 1
An MCP server for the Octopus Energy Japan GraphQL API that allows users to ret…
C 68 55 65 62 34 76 100
8899
gendosu
Notion MCP Server Claim
Enables AI agents to interact with Notion workspaces through the Notion API. Su…
C 68 55 92 65 46 81 41
8900
nabid-pf
Enables Claude to interact with MongoDB databases through natural language, sup…
C 68 55 72 58 19 81 97
Showing 8851–8900 of 33537 servers
« Prev 1 176 177 178 179 180 671 Next »