MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49451 |
A demonstrative MCP server that exposes a query-user tool for retrieving user i…
|
— | ||||||||
| 49452 |
Appian MCP Server
Claim
Enables interaction with Appian applications through the Model Context Protocol…
|
— | ||||||||
| 49453 |
mcp
Claim
Payment firewall for AI agents: a signed, verifiable verdict on every money-mov…
|
— | ||||||||
| 49454 |
Google Sheets MCP Server
Claim
Enables to read, write, format cells, create charts, use formulas, and manage G…
|
— | ||||||||
| 49455 |
anthropic-admin-mcp
Claim
Native MCP server for the Anthropic Admin API: org, workspaces, members, API ke…
|
— | ||||||||
| 49456 |
wallet-analytics-mcp
Claim
Fetches and parses on-chain swap transactions from blockchain wallets for LLM-b…
|
— | ||||||||
| 49457 |
database-explorer-mcp
Claim
Enables AI assistants to connect to and interact with PostgreSQL, MySQL, SQLite…
|
— | ||||||||
| 49458 |
geond-agent-protocol
Claim
Local-first shared memory and coordination layer for AI coding agents: reposito…
|
— | ||||||||
| 49459 |
gmail-mcp5
Claim
|
— | ||||||||
| 49460 |
TrueNAS AIops
Claim
Governed TrueNAS SCALE storage ops — 25 MCP tools with audit, budget, undo guar…
|
— | ||||||||
| 49461 |
Reference Servers
Claim
Explore a variety of implementations that enhance Large Language Models with se…
|
— | ||||||||
| 49462 |
receiptconverter-mcp
Claim
MCP server for ReceiptConverter that allows AI assistants to parse any receipt …
|
— | ||||||||
| 49463 |
aviation-mcp
Claim
Live aviation data for AI agents: METAR weather, airports, aircraft, glossary &…
|
— | ||||||||
| 49464 |
bell-mcp
Claim
A local MCP server that rings a bell through your speakers to provide audible n…
|
— | ||||||||
| 49465 |
Elyan Staking MCP Server
Claim
Enables AI agents to stake tokens for skill acquisition and verify staking verd…
|
— | ||||||||
| 49466 |
An MCP server that bridges the physical world and AI models by enabling natural…
|
— | ||||||||
| 49467 |
Agent Workpad
Claim
Low-context public task coordination for software agents.
|
— | ||||||||
| 49468 |
A Model Context Protocol server that helps users create, validate, and optimize…
|
— | ||||||||
| 49469 |
beacon-mcp
Claim
MCP server for the beacon log analytics platform, exposing beacon's REST API as…
|
— | ||||||||
| 49470 |
wpwriter
Claim
AI-powered WordPress content management. Generate posts, images, manage SEO, au…
|
— | ||||||||
| 49471 |
Mneme
Claim
Memory layer for AI coding assistants. Indexes git history + code, exposes via …
|
— | ||||||||
| 49472 |
FlowSpec MCP
Claim
A PRD-first multi-agent MCP server that wraps agent definitions, collaboration …
|
— | ||||||||
| 49473 |
ansys-aedt-mcp
Claim
Enables AI agents to control Ansys Electronics Desktop (HFSS, Maxwell, Q3D, etc…
|
— | ||||||||
| 49474 |
EasyReg is a UK private number plate search and transfer service. This MCP serv…
|
— | ||||||||
| 49475 |
finance-agent
Claim
Enables AI agents to call deterministic finance tools (compound interest, loan …
|
— | ||||||||
| 49476 |
Laddro Career
Claim
Tailor resumes, generate cover letters, render CVs as PDF, and browse 22+ templ…
|
— | ||||||||
| 49477 |
MCP-Trust-Kit
Claim
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
|
— | ||||||||
| 49478 |
mcp-kp
Claim
|
— | ||||||||
| 49479 |
SAGA
Claim
Enables AI agents to perform fused hybrid search and reorganize documents, fold…
|
— | ||||||||
| 49480 |
grype-mcp
Claim
|
— | ||||||||
| 49481 |
masaro-infra-mcp
Claim
A secure MCP server providing read-only tools to interact with Cloudflare, Cool…
|
— | ||||||||
| 49482 |
Stratalize Intelligence
Claim
154 governed tools: healthcare, finance, real estate, C-suite. Ed25519-signed. …
|
— | ||||||||
| 49483 |
MCP Log Analyzer
Claim
Analyzes log files using AI-powered tools to detect errors, patterns, and anoma…
|
— | ||||||||
| 49484 |
IndiaQuant MCP
Claim
Real-time Indian stock market assistant with virtual trading, technical analysi…
|
— | ||||||||
| 49485 |
Calypso multimodal RAG for grounded answers from docs, images, charts, and know…
|
— | ||||||||
| 49486 |
yfin-mcp
Claim
An enhanced Yahoo Finance MCP server with pagination, caching, and LLM-optimize…
|
— | ||||||||
| 49487 |
Iconify MCP Server
Claim
Provides access to Iconify's 200,000+ open source vector icons from 200+ icon s…
|
— | ||||||||
| 49488 |
Streamable Demo
Claim
Manage and summarize text notes efficiently using a simple MCP server. Create n…
|
— | ||||||||
| 49489 |
Provides tools for vehicle service search, mechanic matching, and booking gener…
|
— | ||||||||
| 49490 |
idontcare
Claim
|
— | ||||||||
| 49491 |
mcp-o11y
Claim
An MCP server that demonstrates comprehensive observability with Sentry, OpenTe…
|
— | ||||||||
| 49492 |
Job Lead Converter MCP
Claim
Transforms job postings into qualified sales leads by searching for active jobs…
|
— | ||||||||
| 49493 |
keel-trade
Claim
Build, backtest, and automate Hyperliquid trading strategies. Typed strategy co…
|
— | ||||||||
| 49494 |
Provides a read-only interface to local MySQL databases via MCP, enabling listi…
|
— | ||||||||
| 49495 |
x402-md-mcp
Claim
Enables extracting clean Markdown from any webpage by paying $0.005 USDC per ca…
|
— | ||||||||
| 49496 |
guide-registry
Claim
Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability…
|
— | ||||||||
| 49497 |
NinjaProxy MCP Server
Claim
Manage and access your static proxy IPs from NinjaProxy. Retrieve your proxy IP…
|
— | ||||||||
| 49498 |
MCP keyword search
Claim
A Model Context Protocol server that enables keyword search within files, retur…
|
— | ||||||||
| 49499 |
mcp_server
Claim
|
— | ||||||||
| 49500 |
Meta Ads MCP Server
Claim
A Model Context Protocol server for the Meta (Facebook) Ads API, providing 54 t…
|
— | ||||||||