MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55151 |
Warden
Claim
A governed MCP server enforcing RBAC outside the model, with OpenTelemetry trac…
|
— | ||||||||
| 55152 |
mcp-pronto
Claim
B2B sales intelligence: find companies, extract leads, enrich contacts with ema…
|
— | ||||||||
| 55153 |
A standalone MCP server for exploring the weclapp REST API v2, providing offlin…
|
— | ||||||||
| 55154 |
z/OS FTP MCP Server
Claim
Enables interaction with z/OS mainframe systems via FTP, including dataset list…
|
— | ||||||||
| 55155 |
email-send-mcp
Claim
An MCP server that enables LLMs to compose and send emails with attachments, an…
|
— | ||||||||
| 55156 |
engram
Claim
An MCP server that stores atomic facts extracted from text, links them to entit…
|
— | ||||||||
| 55157 |
eff-mcp
Claim
EFF MCP server enables ethical analysis and refinement of user stories using th…
|
— | ||||||||
| 55158 |
Coupang MCP Server
Claim
Enables searching and retrieving product information from Coupang (Korean e-com…
|
— | ||||||||
| 55159 |
fbi-crime-mcp-server
Claim
FBI Crime Data Explorer — UCR estimates, NIBRS breakdowns, hate crimes, arrests…
|
— | ||||||||
| 55160 |
WhatsApp MCP Server
Claim
Provides a standardized interface for interacting with WhatsApp through the Gre…
|
— | ||||||||
| 55161 |
canbus-mcp
Claim
A CAN bus reverse engineering MCP server for Claude Code that lets Claude read,…
|
— | ||||||||
| 55162 |
Provides tools for motor insurance quoting, including vehicle lookups, postcode…
|
— | ||||||||
| 55163 |
YNAB MCP Server
Claim
Exposes YNAB API endpoints as MCP tools, allowing AI assistants to manage budge…
|
— | ||||||||
| 55164 |
Provides LLM access to Exasol database via MCP tools, including metadata readin…
|
— | ||||||||
| 55165 |
uspto-patents-mcp
Claim
US patent search, full-text retrieval, claim extraction, citation graph, and we…
|
— | ||||||||
| 55166 |
Avanza-MCP
Claim
MCP server for Avanza portfolio monitoring and trading, supporting regular and …
|
— | ||||||||
| 55167 |
Search Federal Acquisition Regulations (FAR) for government contracting.
|
— | ||||||||
| 55168 |
OpenDART MCP Server
Claim
Enables querying South Korean stock disclosures, financial statements, and shar…
|
— | ||||||||
| 55169 |
Allows deploying a Model Context Protocol server on Cloudflare Workers without …
|
— | ||||||||
| 55170 |
color-mcp-server
Claim
Provides color and design tools including palette generation, WCAG contrast che…
|
— | ||||||||
| 55171 |
claude-code-mcp
Claim
An MCP server that gives orchestrator agents fine-grained control over interact…
|
— | ||||||||
| 55172 |
firegex-mcp
Claim
MCP server that exposes Firegex — a CTF regex/proxy firewall — to LLM tooling l…
|
— | ||||||||
| 55173 |
purupuru-codex
Claim
Enables querying the Purupuru universe codex programmatically, including charac…
|
— | ||||||||
| 55174 |
Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool por…
|
— | ||||||||
| 55175 |
jlink-mcp
Claim
Enables AI assistants like Claude to directly debug microcontrollers via JLink,…
|
— | ||||||||
| 55176 |
n2n-nexus
Claim
A local digital asset hub for multi-AI assistant collaboration, offering real-t…
|
— | ||||||||
| 55177 |
switchyard
Claim
Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.…
|
— | ||||||||
| 55178 |
Enables package tracking across multiple carriers by auto-detecting the carrier…
|
— | ||||||||
| 55179 |
chromium-mcp
Claim
MCP server for web fetching and automation using Chromium headless browser. Ena…
|
— | ||||||||
| 55180 |
An MCP server providing AI agents with full access to the Shopify Admin API via…
|
— | ||||||||
| 55181 |
Bitbucket Server MCP
Claim
A professional MCP server for Bitbucket Server that enables automation of pull …
|
— | ||||||||
| 55182 |
hopgraph
Claim
Verify Australian and New Zealand businesses against government registers via a…
|
— | ||||||||
| 55183 |
aurekai-mcp
Claim
Aurekai MCP server for akai doctor, manifests, artifacts, feature queries, and …
|
— | ||||||||
| 55184 |
Bitbucket Server MCP
Claim
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
|
— | ||||||||
| 55185 |
claude-discord-mcp
Claim
Enables Claude Code to interact with Discord servers, including sending message…
|
— | ||||||||
| 55186 |
RAGSHIELD
Claim
RAG corpus poisoning detector that scans for embedding anomalies and backdoor t…
|
— | ||||||||
| 55187 |
Microsoft To Do MCP
Claim
A Model Context Protocol (MCP) server that enables AI assistants like Claude an…
|
— | ||||||||
| 55188 |
thruk-mcp
Claim
Enables natural language interaction with Thruk monitoring systems, allowing us…
|
— | ||||||||
| 55189 |
bitbucket-mcp-server
Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
|
— | ||||||||
| 55190 |
Transpile Rust code to POSIX-compliant shell scripts with formal correctness gu…
|
— | ||||||||
| 55191 |
mailpouch
Claim
An MCP server that gives AI agents permission-gated, audit-logged access to pri…
|
— | ||||||||
| 55192 |
travel-deals-mcp
Claim
Travel Deals MCP is a Model Context Protocol server that lets AI agents search …
|
— | ||||||||
| 55193 |
Google Jules MCP
Claim
Enables automation of Google Jules AI coding assistant through task creation, c…
|
— | ||||||||
| 55194 |
MCP Server
Claim
Integrates with GitHub, Neo4j, PostgreSQL, and Milvus, enabling queries and dat…
|
— | ||||||||
| 55195 |
everything-mcp
Claim
The definitive MCP server for voidtools Everything - lightning-fast file search…
|
— | ||||||||
| 55196 |
Firewalla MCP Server
Claim
Enables interaction with Firewalla network security devices for network monitor…
|
— | ||||||||
| 55197 |
Trellis MCP
Claim
A file-backed MCP server for hierarchical project management that enables AI as…
|
— | ||||||||
| 55198 |
Meridian Consensus
Claim
Committee-reviewed market sizing, forecasts, and competitive landscape from Mer…
|
— | ||||||||
| 55199 |
Pica MCP Server
Claim
Integrates with the Pica API platform to enable seamless interaction with vario…
|
— | ||||||||
| 55200 |
mcp-filesystem-server
Claim
|
— | ||||||||