MCP Server Quality Scores

Independent quality analysis of 48680 public MCP servers

48680
Discovered
29629
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48201
alexdemichieli
weather Claim 1
An MCP server for weather information.
N/A N/A 95
48202
murphysean
mcp-firefox Claim
Connects to Firefox's Remote Debugging Protocol over TCP, exposing browser DevT…
N/A N/A
48203
clint419
Enables web search through Exa or Parallel APIs for MCP-compatible AI clients l…
48204
Mei-You-Qian
A local MCP server that wraps common forensic command-line tools for CTF/forens…
N/A N/A
48205
TatsuyaKatayama
masabbs-mcp Claim
MCP server enabling LLMs to retrieve thread-centered discussion context and man…
N/A N/A
48206
Quartalis
A minimal MCP server with calculator and memory store tools, ready to use with …
N/A N/A
48207
WayneLiu519888
An intelligent MCP toolset for software testers that monitors code changes, ana…
48208
Juupeee
Enables AI models to read local images using NVIDIA vision models, supporting i…
N/A N/A
48209
stianasoren
A local MCP server that lets Claude fetch data from your Steam game library via…
N/A N/A
48210
yinshaojun001
ProjectBrain Claim
Local MCP server providing project cognition capabilities for AI coding agents,…
N/A N/A
48211
likhithreddy
fittok Claim
An MCP server that filters and compresses context by 80-90% before sending to a…
N/A N/A
48212
sirius-zuo
Provides design pattern templates and anti-pattern guidance to AI coding agents…
N/A N/A
48213
stefanskiasan
Provides complete integration with the Everhour API for time tracking, project …
48214
clikader
An MCP server for BitBucket Cloud operations that enables AI agents to manage r…
48215
CreedLab
Provides persistent memory, reasoning engine, agent-to-agent sharing, and immut…
48216
hrmtz
A personal memory MCP server that ingests AI agent conversation logs from multi…
N/A N/A
48217
Common-ka
Enables MCP-compatible clients like Codex to delegate tasks to the Antigravity …
N/A N/A
48218
spudmashmedia
unity-kb-mcp Claim
An MCP Server that provides Retrieval-Augmented Generation (RAG) capabilities t…
N/A N/A
48219
C3SC0-V4113
Enables admin operations for an Identity-Service, including user management, ro…
48220
jananadiw
codex-tldraw Claim
A Codex stdio MCP server that generates simple tldraw product workflow diagrams…
N/A N/A
48221
hyprcat
mac-cua Claim
An open-source MCP server for macOS that lets AI control desktop apps in the ba…
N/A N/A
48222
Sungsanmerrygoround
subway-mcp Claim
실시간 수원역 지하철 도착정보를 조회하는 MCP 서버로, 1호선과 수인분당선의 도착정보를 제공합니다.
N/A N/A
48223
aleksbuss
An MCP server that queries a panel of LLMs from different providers via OpenRou…
48224
handaas
提供全面的企业风险分析功能,包括严重违法记录、动产抵押、失信被执行人、经营异常、行政处罚等风险信息查询,帮助用户进行企业合规风险评估。
48225
Starefossen
An MCP server for managing kids' sports activities on Spond. Built for parents …
48226
Carlys17
Fetches verified EVM smart contract source code, scans for vulnerabilities, ana…
48227
mrlemongrass
A Model Context Protocol (MCP) server that connects your AI agents (like Codex,…
48228
sittiev
MCP server for the Pawn package index, enabling AI assistants to search and ins…
48229
jpoindexter
MCP server that scrapes Terminal Trove to search CLI/TUI tools and retrieve des…
N/A N/A
48230
FojleRabbiRabib
A lightweight MCP server that enables AI coding assistants to interact with Goo…
N/A N/A
48231
soapboxbuild
arcadia-mcp Claim
MCP server for the Arcadia Arc utility data API, enabling retrieval of bill dat…
48232
zyndai
MCP server for AgentDNS that allows Claude or any MCP client to register a pers…
N/A N/A
48233
xuchen-dev
提供股票数据查询的MCP服务器,支持股票信息、K线历史、财务指标等市场数据获取。
48234
prakashsanker
Enables complex travel planning by integrating flight and hotel search via Book…
48235
404kidwiz
Real-time AI-assisted music production, advanced composition, mixing, and VST c…
48236
AddisonTech
Iris Claim
This MCP server enables AI agents to read MQTT and Sparkplug B data via tools l…
48237
RichieRish05
EdStem MCP Claim
Enables querying Ed Discussion posts via Claude. Uses search, Cohere reranking,…
48238
Basis-sh
basis Claim
N/A N/A 95
48239
weixianshishen
Enables Codex-powered Git code review by collecting diffs and generating Chines…
N/A N/A
48240
SamMorrowDrums
A feature-complete MCP server template in TypeScript demonstrating tools, resou…
N/A N/A
48241
pipeworx-io
mcp-scryfall Claim
Provides access to Magic: The Gathering card database, enabling listing of sets…
48242
aHk-coder
finn-mcp Claim
An MCP server that provides access to finn.no, Norway's largest online classifi…
48243
Direct-TO
Wraps Kali Linux penetration testing tools for authorized security assessments,…
N/A N/A
48244
3D-Tech-Solutions
Code Scalpel Claim
Enables AI assistants to surgically extract and analyze code, reducing token us…
N/A N/A
48245
president-xd
revula Claim
Production-grade MCP server for universal reverse engineering automation.
N/A N/A
48246
ewanc26
An MCP server for interacting with the AT Protocol (ATProto) ecosystem, includi…
48247
prime001
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
48248
elchika-inc
Enables web crawling and content extraction from web pages, supporting multiple…
48249
zubir2k
esolat-mcp Claim
MCP server providing Malaysian/global prayer times (JAKIM + Aladhan fallback), …
48250
ryanyogan
Fizzy Do MCP Claim
Open-source MCP server that connects AI assistants to Fizzy (Basecamp's task ma…
Showing 48201–48250 of 48680 servers
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