MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33805
Scored
→
2112
Verified
→
16953
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9851
mlsloynaz
mcp-sqlserver ⚡ Claim 1
An MCP server for Microsoft SQL Server that enables executing read-only queries…
C 66 5⁄5 ◉ ⏳ 59 100 — 30 81 44
9852
firasd
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 66 5⁄5 ◉ ⏳ 54 65 — 30 81 93
9853
AvinashBole
Quip MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to direc…
C 66 5⁄5 ◉ ⏳ 63 50 — 43 71 100
9854
devbrother2024
A boilerplate project for quickly developing Model Context Protocol servers usi…
C 66 5⁄4 ◉ ⏳ 60 58 N/A 32 94 77
9855
baranwang
Trends Hub ⚡ Claim 3
A MCP server that aggregates hot trends and rankings from various Chinese websi…
C 66 5⁄5 ◉ ⏳ 53 74 — 67 80 58
9856
keythpiece
Company MCP Server ⚡ Claim
Enables AI to interact with internal company systems through API integration, s…
C 66 5⁄5 ◉ ⏳ 80 100 — 42 81 6
9857
qubaomingg
一个 Alpha Vantage API 查询 股票信息的 MCP server.
C 66 5⁄5 ◉ ⏳ 70 61 — 26 80 83
9858
kukapay
crypto-indicators-mcp ⚡ Claim 2
An MCP server providing a range of cryptocurrency technical analysis indicators…
C 66 5⁄5 ◉ ⏳ 51 100 — 52 83 39
9859
PonzuTech
ponzu ⚡ Claim
ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI age…
C 66 5⁄4 ◉ ⏳ 60 61 N/A 32 75 95
9860
adamd9
Helps users find suitable LinkedIn job opportunities by automatically scraping …
C 66 5⁄5 ◉ ⏳ 60 58 — 26 81 99
9861
mattijsdp
dbt-docs-mcp ⚡ Claim 1
MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt C…
C 66 5⁄4 ◉ ⏳ 57 28 N/A 60 92 100
9862
hexsupport
Provides a Model Context Protocol interface for HexagonML ModelManager tools, e…
C 66 5⁄5 ◉ ⏳ 78 43 — 30 81 89
9863
Jem-HR
PyWA MCP Server ⚡ Claim
Provides comprehensive WhatsApp Business API functionality with 18 tools for se…
C 66 5⁄5 ◉ ⏳ 72 48 — 26 82 96
9864
jon2allen
Enables execution of shell commands, directory navigation, and interactive prog…
C 66 5⁄4 ◉ ⏳ 58 36 N/A 45 95 94
9865
numa08
Provides real-time NOAA space weather data (solar flares, Kp index, solar wind)…
C 66 5⁄5 ◉ ⏳ 80 30 — 42 81 93
9866
handsomegentlemen
Enables AI models to access user geolocation information through EdgeOne Pages …
C 66 5⁄5 ◉ ⏳ 66 37 — 41 82 100
9867
ishandotsh
Enables users to get expert help with Isaac Sim scripting, USD (Universal Scene…
C 66 5⁄5 ◉ ⏳ 64 62 — 22 81 91
9868
beekmarks
WASM MCP Server Claim 1
This server enables running a Model Context Protocol in a web browser with func…
C 66 5⁄5 ◉ ⏳ 78 60 — 21 77 83
9869
j840425
Enables quantitative trading analysis with 12 tools for real-time market data, …
C 66 5⁄5 ◉ ⏳ 72 52 — 19 81 95
9870
ThinkFar
Provide systematic thinking, mental models, and debugging approaches to enhance…
C 66 5⁄5 ◉ ⏳ 86 82 — 25 81 37
9871
anshulpatre
A production-ready server that connects LLMs and AI agents (Claude, ChatGPT) to…
C 66 5⁄4 ◉ ⏳ 72 43 N/A 16 95 95
9872
isakskogstad
Kolada MCP Server ⚡ Claim
Provides access to 5,000+ Key Performance Indicators across 264 operating areas…
C 66 6⁄6 ◉ ⏳ 88 72 0 64 81 94
9873
banned104
Provides AI assistants with direct access to the complete Godot Engine document…
C 66 5⁄4 ◉ ⏳ 54 40 N/A 45 92 99
9874
TeeDDub
MCP server that allows searching and retrieving book information from Aladin's …
C 66 5⁄5 ◉ ⏳ 60 75 — 56 80 55
9875
pmbstyle
A Model Context Protocol (MCP) server that provides AI agents with comprehensiv…
C 66 6⁄4 ◉ ⏳ 90 62 0 44 95 100
9876
PetrefiedThunder
mcp-census ⚡ Claim 1
Provides access to the US Census Bureau API, allowing AI agents to retrieve dem…
C 66 5⁄5 ◉ ⏳ 54 63 — 32 82 93
9877
Srish-ty
A server that manages conversation context for LLM interactions, storing recent…
C 66 5⁄5 ◉ ⏳ 86 36 — 23 81 94
9878
aliyun
A universal interface that enables AI Agents to communicate with Hologres datab…
C 66 5⁄5 ◉ ⏳ 78 28 — 44 81 94
9879
Three-Little-Birds
XFOIL MCP Server ⚡ Claim
Enables aerodynamic analysis through XFOIL polar computations. Provides typed m…
C 66 5⁄5 ◉ ⏳ 48 70 N/A 49 95 67
9880
aahl
AkTools MCP Server ⚡ Claim 1
MCP Server for stock and crypto
C 66 5⁄5 ◉ ⏳ 47 100 N/A 76 95 12
9881
8xiang5hao
AQICN MCP Server ⚡ Claim 1
Enables querying real-time air quality index (AQI) data for Chinese cities, inc…
C 66 5⁄5 ◉ ⏳ 72 68 — 24 82 72
9882
scarfunk
An unofficial MCP server that integrates with the Channel Talk Open API to allo…
C 66 5⁄5 ◉ ⏳ 56 67 — 31 80 88
9883
13rac1
A Model Context Protocol server that enables AI assistants to access and contro…
C 66 5⁄4 ◉ ⏳ 57 55 N/A 22 94 93
9884
Sunil-paudel
Provides weather forecasts and alerts for US locations using the National Weath…
C 66 5⁄5 ◉ ⏳ 70 100 — 24 81 36
9885
kmwebnet
CO2 Sensor MCP Server ⚡ Claim 1
A Node.js application that provides a JSON-RPC interface to interact with CO2 s…
C 66 5⁄4 ◉ ⏳ 94 26 N/A 20 95 80
9886
mclenhard
mcp-evals ⚡ Claim
A Node.js package and GitHub Action for evaluating MCP (Model Context Protocol)…
C 66 6⁄4 ◉ ⏳ 96 56 0 66 95 86
9887
ridrisa
Odoo-MCP ⚡ Claim 1
Enables interaction with Odoo ERP systems through XML-RPC, providing access to …
C 66 5⁄5 ◉ ⏳ 72 38 — 45 78 95
9888
iuill
MCP Grareco Claim 1
A MCP server that creates graphic recordings by converting websites or text inp…
C 66 5⁄4 ◉ ⏳ 53 58 N/A 39 95 84
9889
Kaiohz
MCP Perplexica ⚡ Claim
Enables LLMs to perform web searches through Perplexica with multiple focus mod…
C 66 5⁄5 ◉ ⏳ 62 61 — 29 81 88
9890
ZephyrDeng
mcp-server-gitlab ⚡ Claim
基于MCP框架构建的GitLab集成服务器,提供多种GitLab RESTful API工具,支持项目搜索、任务管理、合并请求创建与审核等功能,帮助开发团队高…
C 66 5⁄5 ◉ ⏳ 72 73 — 60 81 35
9891
skurekjakub
MCP server providing Git-related functionalities, primarily a tool to generate …
C 66 5⁄5 ◉ ⏳ 74 82 N/A 29 95 35
9892
Hroerkr
A fully self-hosted MCP server that integrates the Mem0 framework to provide pe…
C 66 5⁄4 ◉ ⏳ 68 32 N/A 34 90 100
9893
shanggqm
Provides weather forecast data for locations in China using the HeFeng Weather …
C 66 5⁄5 ◉ ⏳ 80 70 — 18 80 64
9894
nagarjun226
Sushi MCP Server ⚡ Claim
Enables AI assistants to control the Sushi audio engine via gRPC for real-time …
C 66 5⁄5 ◉ ⏳ 72 33 — 42 82 98
9895
Custodia-Admin
pagebolt ⚡ Claim
Screenshots, PDFs, OG images, page inspection, and narrated video recording for…
C 66 6⁄4 ◉ ⏳ 90 81 0 52 83 90
9896
Howe829
A server that enables web searches using different providers (currently Bing) a…
C 66 5⁄5 ◉ ⏳ 66 45 — 43 82 94
9897
dealfluence
adeu ⚡ Claim
Automated DOCX Redlining Engine
C 66 5⁄4 ◉ ⏳ 60 23 N/A 70 95 90
9898
jtucker
A Model Context Protocol server that allows Claude to query the Untappd beer da…
C 66 5⁄4 ◉ ⏳ 71 33 N/A 47 95 83
9899
Intradyne
ChatGPT-like AI that runs 100% locally on your hardware. No subscriptions, no c…
C 66 5⁄4 ◉ ⏳ 66 33 N/A 40 90 100
9900
ayyappachinpandi
MCP Calculator Server ⚡ Claim 1
A minimal Model Context Protocol server that provides basic arithmetic tools an…
C 66 5⁄5 ◉ ⏳ 62 55 — 27 82 100
Showing 9851–9900 of 69093 servers
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