MCP Server Quality Scores

Independent quality analysis of 48148 public MCP servers

48148
Discovered
29617
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48101
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。
48102
cincyjosh
Integrates Kroger's public API with Claude to allow adding meal plan grocery li…
N/A N/A
48103
AddisonTech
Iris Claim
This MCP server enables AI agents to read MQTT and Sparkplug B data via tools l…
48104
RichieRish05
EdStem MCP Claim
Enables querying Ed Discussion posts via Claude. Uses search, Cohere reranking,…
48105
Basis-sh
basis Claim
N/A N/A 95
48106
JayLathiaTR
Simulates a leave management workflow for employees and managers, including lea…
N/A N/A
48107
404kidwiz
Real-time AI-assisted music production, advanced composition, mixing, and VST c…
48108
BenBen2109
ai-git Claim
A deterministic MCP server that reimplements ai-git-fish workflows (aicommit, a…
48109
Augmented-Nature
Enables natural language querying and analysis of KEGG biological databases, in…
48110
weixianshishen
Enables Codex-powered Git code review by collecting diffs and generating Chines…
N/A N/A
48111
NicolasPrimeau
Artel Claim
Self-hosted shared-memory & coordination mesh for AI agent fleets. You host it;…
48112
elkalowkey885
A local MCP server that indexes files in a directory using Gemini Embedding 2, …
N/A N/A
48113
vincentdchn
MCP Server Claim
A testing environment for Model Context Protocol that enables exploration of MC…
N/A N/A
48114
pipeworx-io
mcp-scryfall Claim
Provides access to Magic: The Gathering card database, enabling listing of sets…
48115
SamMorrowDrums
A feature-complete MCP server template in TypeScript demonstrating tools, resou…
N/A N/A
48116
Nidhideep
Enables interaction with SAP S/4HANA systems via OData, allowing service discov…
48117
kyw1419
coptest Claim
N/A N/A 95
48118
fastmcp-me
mcp-acp Claim
Enables management of Ambient Code Platform (ACP) sessions, including creating,…
48119
ssaikrishna862
Enables AI agents to search and retrieve US company funding events from SEC For…
48120
aHk-coder
finn-mcp Claim
An MCP server that provides access to finn.no, Norway's largest online classifi…
48121
Direct-TO
Wraps Kali Linux penetration testing tools for authorized security assessments,…
N/A N/A
48122
ewanc26
An MCP server for interacting with the AT Protocol (ATProto) ecosystem, includi…
48123
3D-Tech-Solutions
Code Scalpel Claim
Enables AI assistants to surgically extract and analyze code, reducing token us…
N/A N/A
48124
prime001
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
48125
president-xd
revula Claim
Production-grade MCP server for universal reverse engineering automation.
N/A N/A
48126
esolat-mcp Claim
MCP server providing Malaysian/global prayer times (JAKIM + Aladhan fallback), …
48127
opensooq-mcp Claim
A read-only MCP server that gives LLM agents live access to OpenSooq, the large…
48128
tianyilt
qzcli Claim
Enables managing OpenI platform resources (login, query nodes, submit jobs, vie…
48129
ixlammm
apidog-mcp Claim
An MCP server for Apidog that enables listing projects, inspecting API trees, c…
48130
universal-mcp
Enables interaction with Google SearchConsole tools and services through a unif…
48131
gustavodaitx
Enables reading data from a Google Sheets spreadsheet via the read_sheet tool, …
48132
CSOAI-ORG
Auction house analytics, market intelligence, crafting optimization, inventory …
48133
ryanyogan
Fizzy Do MCP Claim
Open-source MCP server that connects AI assistants to Fizzy (Basecamp's task ma…
48134
peican996
weather-mcp Claim
Provides US weather alerts by state and forecasts by coordinates using the Nati…
48135
milasd
Memo MCP Claim
Enables LLMs to search and retrieve personal journal entries using RAG, and add…
N/A N/A
48136
elchika-inc
Enables web crawling and content extraction from web pages, supporting multiple…
48137
CSOAI-ORG
mmoagent-mcp Claim
Cross-game market intelligence and currency conversion across six MMOs, enablin…
48138
tangcent
Indexes local Maven and Gradle caches to enable AI agents to search for Java cl…
N/A N/A
48139
pipeworx-io
mcp-deezer Claim
Enables searching and retrieving metadata from Deezer's public catalog includin…
48140
mihir-kanzariya
openowl Claim
An MCP server that gives any AI assistant eyes and hands on your desktop — scre…
N/A N/A
48141
groundlight
An MCP server for capturing images from cameras and video streams via the frame…
N/A N/A
48142
mauryaland
Provides access to French legal databases (Judilibre and Légifrance) and a stru…
48143
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
N/A N/A
48144
pipeworx-io
data-gov-sg Claim
Enables access to Singapore government open data and real-time environment/tran…
N/A N/A
48145
YawLabs
Provides 18 tools for Electron development, including secure IPC scaffolding, s…
48146
Kolsetu-Opensource
Manage voice AI agents from Claude Code, Cursor, VS Code, or any MCP-compatible…
N/A N/A
48147
Enables AI agents to interact with Blockbench, a 3D modeling tool for Minecraft…
N/A N/A
48148
This MCP server lets an AI client manage GitHub repositories through the GitHub…
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