MCP Server Quality Scores
Independent quality analysis of 64766 public MCP servers
Last updated 1 hour, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32251 |
mcp-blanko
Claim
A template for building MCP servers in TypeScript with placeholder tools and du…
|
— | ||||||||
| 32252 |
playmetrics_mcp
Claim
Read-only MCP server for the PlayMetrics youth-sports club management platform,…
|
— | ||||||||
| 32253 |
Mem0 MCP Server
Claim
Enables storing and searching memories via Mem0 API directly from Cursor, allow…
|
— | ||||||||
| 32254 |
mcp-browser-server
Claim
A MCP server that gives AI assistants full browser control, enabling navigation…
|
— | ||||||||
| 32255 |
ask-panda
Claim
MCP server for querying PanDA documentation, analyzing job errors, and retrievi…
|
— | ||||||||
| 32256 |
musicbrainz-mcp-server
Claim
Search artists, releases, recordings, works, and labels; traverse relationships…
|
— | ||||||||
| 32257 |
AllBrain MCP
Claim
A multi-agent workflow orchestration server with a global SQLite event store, s…
|
— | ||||||||
| 32258 |
Git Memory MCP Server
Claim
Enables Git repository operations and real-time monitoring via MCP tools, with …
|
— | ||||||||
| 32259 |
Spring Toolkit MCP
Claim
A secure-by-default MCP server and CLI for AI agents to inspect Spring Boot rep…
|
— | ||||||||
| 32260 |
gromacs-mcp
Claim
Enables running GROMACS molecular dynamics simulations through natural language…
|
— | ||||||||
| 32261 |
FactCheck MCP Toolkit
Claim
MCP server for automatic fact-checking of political claims by querying official…
|
— | ||||||||
| 32262 |
personal-health-mcp
Claim
Fetches body composition data (weight, body fat percentage) from the Tanita Hea…
|
— | ||||||||
| 32263 |
mailpal-mcp
Claim
Free email for AI agents with hardware attestation, real SMTP/IMAP/JMAP, and re…
|
— | ||||||||
| 32264 |
qucs-mcp
Claim
Enables MCP-compatible agents to generate Qucs circuit schematics, run simulati…
|
— | ||||||||
| 32265 |
InsurTech MCP Server
Claim
Enables insurance policy analysis, risk assessment, and policy comparison with …
|
— | ||||||||
| 32266 |
Data Nashville MCP
Claim
Enables querying and exploring Nashville open data from data.nashville.gov and …
|
— | ||||||||
| 32267 |
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
|
— | ||||||||
| 32268 |
Provides search and retrieval of Hacker Public Radio episodes, transcripts, hos…
|
— | ||||||||
| 32269 |
marketplace-mcp
Claim
Run a Shopstr / NOSTR marketplace storefront from an AI agent — create and upda…
|
— | ||||||||
| 32270 |
MCP Server Template
Claim
A template for building Model Context Protocol (MCP) servers using TypeScript, …
|
— | ||||||||
| 32271 |
devin-api-mcp
Claim
Provides full Devin API coverage via MCP servers, enabling programmatic managem…
|
— | ||||||||
| 32272 |
Arkana
Claim
An MCP server that provides 294 malware analysis tools behind an AI-driven inte…
|
— | ||||||||
| 32273 |
Notion DB MCP Helper
Claim
Provides tools for querying and updating Notion database rows by exact property…
|
— | ||||||||
| 32274 |
mcp-research-assistant
Claim
A research assistant server that enables saving, organizing, and retrieving res…
|
— | ||||||||
| 32275 |
wrapper-mcp
Claim
Stdio MCP server for QMS Wrapper that enables MCP-capable clients to manage tas…
|
— | ||||||||
| 32276 |
git-slim
Claim
A token-optimized Git MCP server that reduces context window tokens by 59% whil…
|
— | ||||||||
| 32277 |
ros-mcp-server
Claim
Controls Autonomous Mobile Robots (AMRs) through natural language via MQTT and …
|
— | ||||||||
| 32278 |
mcp-code-mode
Claim
Enables safe execution of Python code with AI assistance and integration with M…
|
— | ||||||||
| 32279 |
Enables searching and reading OCI documentation using the Oracle Help Center Se…
|
— | ||||||||
| 32280 |
vsphere-mcp
Claim
MCP server for VMware vSphere/vCenter operations, enabling natural language con…
|
— | ||||||||
| 32281 |
sharp-on-fhir-mcp
Claim
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
|
— | ||||||||
| 32282 |
Postio
Claim
UK address (Royal Mail PAF), email, and phone (live HLR carrier) validation via…
|
— | ||||||||
| 32283 |
mcp-opencorporates
Claim
Search companies, officers, and filing history across 140+ jurisdictions worldw…
|
— | ||||||||
| 32284 |
OptimAI Search MCP
Claim
Enables Web3-focused web searches via the OptimAI External Search API, providin…
|
— | ||||||||
| 32285 |
nomos-slack-mcp
Claim
An MCP server that enables AI agents to read and write Slack messages as the us…
|
— | ||||||||
| 32286 |
Philippines payments for AI agents — GCash, Maya, cards via PayMongo. Never hol…
|
— | ||||||||
| 32287 |
MCP Vector Memory
Claim
Provides AI coding agents with persistent, long-term memory through local seman…
|
— | ||||||||
| 32288 |
google-drive-cowork-mcp
Claim
Enables Claude to create and edit Google Docs, Sheets, and Slides via MCP, runn…
|
— | ||||||||
| 32289 |
@fuyouai/email-mcp
Claim
通过IMAP和SMTP协议实现邮箱读写操作,支持腾讯企业邮箱,可收发邮件、管理文件夹和搜索邮件。
|
— | ||||||||
| 32290 |
getcourse-mcp
Claim
Automates a GetCourse account from an AI agent — grant lesson/training access, …
|
— | ||||||||
| 32291 |
Intervals.icu MCP Server
Claim
Integrates Intervals.icu training data, wellness records, workouts, and calenda…
|
— | ||||||||
| 32292 |
openstreetmap-mcp-server
Claim
Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap dat…
|
— | ||||||||
| 32293 |
parks-mcp
Claim
Enables AI clients to search and browse camping availability across Alberta Par…
|
— | ||||||||
| 32294 |
appd-mcp
Claim
A read-only MCP server for AppDynamics that exposes 12 task-oriented tools to q…
|
— | ||||||||
| 32295 |
Dataiku DSS MCP Server
Claim
A comprehensive MCP server for Dataiku DSS integration, providing Claude Code w…
|
— | ||||||||
| 32296 |
BioMCP
Claim
A high-performance MCP server that gives LLMs access to 25 biomedical tools fed…
|
— | ||||||||
| 32297 |
arena-mcp
Claim
Enables AI agents to interact with Are.na for creative research and knowledge c…
|
— | ||||||||
| 32298 |
Provides 23 production-tested tools for mobile app intelligence, including app …
|
— | ||||||||
| 32299 |
Agent Tools
Claim
9 utility tools for agents: DNS, WHOIS, email, IP, URL, headers, QR, text, tech…
|
— | ||||||||
| 32300 |
React Native Expo MCP
Claim
An MCP server for React Native development with Expo, offering automated code r…
|
— | ||||||||