MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48151 |
BTRFS Snapper MCP
Claim
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
|
— | ||||||||
| 48152 |
calllint
Claim
Static preflight safety gate for MCP servers — scan configs before you run them…
|
— | ||||||||
| 48153 |
wezterm-mcp
Claim
Enables programmatic control of the WezTerm terminal emulator through the Model…
|
— | ||||||||
| 48154 |
qq-mcp-server
Claim
A MCP server that exposes QQ bot capabilities over Streamable HTTP, enabling cl…
|
— | ||||||||
| 48155 |
MoviePilot MCP Admin
Claim
Enables AI agents to control MoviePilot through the MCP protocol for managing s…
|
— | ||||||||
| 48156 |
filevine-mcp
Claim
Open-source MCP server connecting Claude to Filevine practice management. Built…
|
— | ||||||||
| 48157 |
Oreo Pudding
Claim
Enables LLM clients to interact with Apple Calendar (iCloud) via CalDAV, suppor…
|
— | ||||||||
| 48158 |
epa-mcp-server
Claim
EPA data: ECHO facility compliance, TRI releases, Superfund, drinking water, an…
|
— | ||||||||
| 48159 |
AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP…
|
— | ||||||||
| 48160 |
Solana Divers MCP Server
Claim
MCP server for searching an archive of Solana developer Telegram chats. Enables…
|
— | ||||||||
| 48161 |
Provide real-time weather data and forecasts to your applications. Enable agent…
|
— | ||||||||
| 48162 |
Super RAG MCP Server
Claim
Enables AI agents to perform offline cybersecurity research and penetration tes…
|
— | ||||||||
| 48163 |
Enables AI assistants to search, query, and manage Azure AI Search indexes usin…
|
— | ||||||||
| 48164 |
Ironic Backport Agent
Claim
Automates backporting upstream Ironic changes across OpenShift release branches…
|
— | ||||||||
| 48165 |
nra-20i-mcp
Claim
|
— | ||||||||
| 48166 |
University Content MCP
Claim
Provides full-text search and context retrieval from university course material…
|
— | ||||||||
| 48167 |
lastfm-lyrics
Claim
Enables Claude to analyze the song you're currently playing on Spotify by looki…
|
— | ||||||||
| 48168 |
clickup
Claim
|
— | ||||||||
| 48169 |
AI Firewall MCP
Claim
Multi-agent LLM security layer detecting prompt injection and jailbreaks.
|
— | ||||||||
| 48170 |
bugbug-mcp-server
Claim
MCP for BugBug API, to manage test and suites on BugBug
|
— | ||||||||
| 48171 |
Apaleo
Claim
Manage hotels via the apaleo PMS API: reservations, folios, invoices, rates and…
|
— | ||||||||
| 48172 |
nowhere-mcp-server
Claim
|
— | ||||||||
| 48173 |
Check U.S. NHTSA vehicle safety recall campaigns by make, model, and year. Live…
|
— | ||||||||
| 48174 |
A Model Context Protocol (MCP) server for Chinese traditional calendar function…
|
— | ||||||||
| 48175 |
brainCloud MCP Helper
Claim
Helper for brainCloud MCP that gives it local file access, enabling easy git sy…
|
— | ||||||||
| 48176 |
mcp-proxy
Claim
Bridges LLM clients with existing RESTful microservices by converting MCP tool …
|
— | ||||||||
| 48177 |
Whissle MCP Server
Claim
Provides access to Whissle AI services for speech-to-text, speaker diarization,…
|
— | ||||||||
| 48178 |
danmaku-slides
Claim
Enables to present PDF slides with live bullet comments from audience, and to f…
|
— | ||||||||
| 48179 |
ynab-mcp
Claim
A Model Context Protocol server that enables Claude to interact with YNAB budge…
|
— | ||||||||
| 48180 |
Riddle MCP Server
Claim
Enables browser automation and debugging through the Riddle API, including taki…
|
— | ||||||||
| 48181 |
Network AIops
Claim
Governed network device ops (NAPALM) — 33 MCP tools with audit/undo.
|
— | ||||||||
| 48182 |
Muapi
Claim
Access 400+ generative AI models directly from your AI assistant — generate ima…
|
— | ||||||||
| 48183 |
receiptconverter-mcp
Claim
MCP server for ReceiptConverter that allows AI assistants to parse any receipt …
|
— | ||||||||
| 48184 |
mcp-dbpedia
Claim
Enables querying DBpedia's structured knowledge graph using SPARQL and lookup t…
|
— | ||||||||
| 48185 |
A configurable MCP server that enables creating custom analysis tools through J…
|
— | ||||||||
| 48186 |
MCP Europe Tools
Claim
Essential European data validation and formatting tools for AI agents. Validate…
|
— | ||||||||
| 48187 |
sigsci-mcp-server
Claim
MCP server for Signal Sciences (Fastly NGWAF) API, providing progressive disclo…
|
— | ||||||||
| 48188 |
inavi-mcp
Claim
An MCP server for the iNavi Maps API that gives AI assistants iNavi Maps API sp…
|
— | ||||||||
| 48189 |
mcp-edgar
Claim
Enables LLMs to access SEC EDGAR data: search filings, extract sections, pull s…
|
— | ||||||||
| 48190 |
lightwave-mcp
Claim
Enables AI assistants to discover, connect to, and control LightWave3D Modeler …
|
— | ||||||||
| 48191 |
ietf-imap-mcp
Claim
Enables searching, paging through, and reading IETF mailing-list archives via I…
|
— | ||||||||
| 48192 |
VkusVill MCP Server
Claim
MCP server for VkusVill grocery store, enabling product search, details retriev…
|
— | ||||||||
| 48193 |
cursor-doctor
Claim
An MCP server that audits a project for documentation, rules, skills, and knowl…
|
— | ||||||||
| 48194 |
DevsContext
Claim
DevsContext is an MCP server that provides AI coding agents with synthesized en…
|
— | ||||||||
| 48195 |
graph-lido-mcp
Claim
MCP server for querying Lido liquid staking protocol data via The Graph's decen…
|
— | ||||||||
| 48196 |
coinopai-mcp
Claim
Kronos crypto signals + trade decisions + 819 automation prompts. x402 micropay…
|
— | ||||||||
| 48197 |
thinchain
Claim
MCP server that sanitizes bad broker data and compresses options chains 95% for…
|
— | ||||||||
| 48198 |
Prowler MCP Server
Claim
Enables analysis of Prowler security scan results, providing detailed security …
|
— | ||||||||
| 48199 |
mcp-phish
Claim
Combines phish.net and phish.in APIs into twelve tools for setlists, songs, jam…
|
— | ||||||||
| 48200 |
subspace-api
Claim
Stateless MCP server providing tools for weather forecasts and alerts, real-tim…
|
— | ||||||||