MCP Server Quality Scores

Independent quality analysis of 64153 public MCP servers

64153
Discovered
30362
Scored
2112
Verified
16953
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63151
SikamikanikoBG
Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Dock…
N/A N/A
63152
larkinmaxim
Provides AI assistants with intelligent access to Transporeon's internal compan…
63153
gasio-ai
가시오 툴즈의 14종 이미지/미디어 처리 기능을 로컬 오프라인에서 AI 에이전트가 사용할 수 있게 해주는 MCP 서버입니다. 배경 제거, 화질…
N/A N/A
63154
adilzuberi
Enables AI agents to read and write a local-first knowledge base of plain markd…
63155
gsccoelho
A Python MCP server that generates complete Vue 3 CRUD structures with Composit…
N/A N/A
63156
ShunsukeHayashi
Enables AI-driven orchestration of GitHub development workflows including autom…
81
63157
DiverOfDark
Mnemozine Claim
Mnemozine is a self-hosted unified conversational memory layer that ingests con…
63158
tomasonjo
Automatically discovers vector indexes in a Neo4j database and exposes each as …
N/A N/A
63159
Replicant-Partners
Provides tools for semantic decomposition, proof search, knowledge graph operat…
81
63160
unitedideas
ActableSite Claim
Audit public websites and retrieve an explicit $19 repair-report offer.
63161
karyaboyraz
mockit-mcp Claim
Generate premium iOS mobile UI mockups (PNG + HTML) from a single text prompt. …
N/A N/A
63162
dvcrn
Enables AI tools like Cline to manage Linear issues, projects, and teams via th…
63163
envisialearning
An MCP server that wraps the Basecamp 2 REST API, enabling Claude to create and…
63164
asgard-ai-platform
Enables searching and retrieving Taiwan judicial judgments, including full-text…
63165
BaranziniLab
SPOKEAgent Claim
A structure-aware MCP server for querying the SPOKE biomedical knowledge graph,…
63166
mcclowes
Exposes Docusaurus documentation and OpenAPI specs as an MCP server, enabling A…
63167
NengjiangLunpi
AStockEvent Claim
Structured A-share announcement event feed. 16 MCP tools, 13 event types.
63168
howdoiusekeyboard
Enables detection and elimination of AI slop in text, providing tools to analyz…
63169
goodmannn
An MCP server that enables users to generate AI images using the Jimeng AI API …
81
63170
mkriggsbee
Federal Agency Rules and Executive Actions
81
63171
SemblanceLabs
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
63172
Ddhjx-code
Interactive algorithm coach MCP server that provides guided practice, local cod…
N/A N/A
63173
foundryside-dev
plainweave Claim
Enables tracing code entities through requirements to strategic goals, surfacin…
63174
nightnei
Enables creating, customizing, managing, and sharing local WordPress sites thro…
N/A N/A
63175
edkdev
Enables AI assistants to securely trade on Hyperliquid perpetual exchange, incl…
63176
tusharrayamajhi
Provides AI assistants with 28 developer tools across file, git, code analysis,…
N/A N/A
63177
shidhincr
Enables AI assistants to manage tasks and projects in TickTick through the Tick…
63178
a-kabe-1qio
Full automation for Japan's SSW visa. 42 MCP tools for application pattern dete…
81
63179
mgarlabx
mcp_smithery Claim
N/A N/A 95
63180
adelaidasofia
lu Claim
lu.ma events MCP server with draft+confirm safety, audit logging, and prompt-in…
N/A N/A
63181
ehsansyh
SciAgentKit Claim
MCP-native scientific skills for reproducible computational biology and AI-driv…
N/A N/A
63182
modelscope
Enables AI agents and chatbots to access ModelScope's ecosystem of AI resources…
81
63183
jl-3044
AgentNDX Claim
Search and discover MCP servers, A2A agents, and x402-enabled services. The age…
81
63184
pipeworx-io
mcp-dblp Claim
Enables searching DBLP authors and venues, providing author details like affili…
81
63185
astein91
StackSherpa Claim
Compare API providers based on real-time pricing, performance benchmarks, and k…
81
63186
Marcelo-Henry
MCP server that gives AI coding agents (Claude Code, Cursor, Cline, etc.) acces…
N/A N/A
63187
AgentsGang
Enables interaction with Azure DevOps services including work items, builds, re…
63188
liquid1982
Provides read-only access to TrustLayer's public API, enabling users to query a…
81
63189 N/A N/A 95
63190
0xkaz
Enables AI agents to store, search (keyword and semantic), retrieve, update, an…
63191
goweft
LOOM Claim
A secure, declarative MCP runtime that turns YAML configs into MCP servers with…
N/A N/A
63192
Nudge Claim 1
MCP server that nudges better AI session behavior through token usage and effic…
N/A N/A 81
63193
son1kkesp
Enables AI-powered invoice analysis and reasoning: given invoice fields, it det…
N/A N/A
63194
PaulieB14
PayQL Claim
PayQL is an MCP server that lets any AI agent query The Graph and pay per query…
63195
wgthomas
Provides recursive language model capabilities to AI assistants, enabling effic…
N/A N/A
63196
envigoinnovations
Connects MCP clients like Claude and Cursor to MemberPass workspace, exposing 4…
63197
kennethkoontz
artifyde-mcp Claim
A home for your agent's HTML artifacts - publish, pull, share and review them o…
N/A N/A
63198
itskaransingh
Say Hello Claim
Greet people by name with a friendly message. Personalize interactions in chats…
N/A N/A 95
63199
BradyDouthit
Enables AI assistants to take screenshots of localhost development servers for …
N/A N/A
63200
saravanadas
Enables read-only SQL queries and CSV exports to the Bolthouse_Ag_AI database v…
Showing 63151–63200 of 64153 servers