MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39251 |
OpenCode MCP Server
Claim
Refines development prompts and stores semantic memory to save tokens in comple…
|
— | ||||||||
| 39252 |
jira-mcp
Claim
MCP server for fetching Jira issue data via the Jira API.
|
— | ||||||||
| 39253 |
claude-imagine
Claim
An MCP server that enables Claude Code to generate context-aware images using l…
|
— | ||||||||
| 39254 |
deep-code-security
Claim
Multi-language SAST and AI-powered fuzzing MCP server for Claude Code integrati…
|
— | ||||||||
| 39255 |
Locations MCP Server
Claim
Enables WordPress content extraction, keyword research using Google autocomplet…
|
— | ||||||||
| 39256 |
Mailganer API MCP
Claim
Caches Mailganer API documentation and Postman collection locally, enabling sea…
|
— | ||||||||
| 39257 |
Connect AI to millions of laws and court cases with the Lawstronaut MCP.
|
— | ||||||||
| 39258 |
mail-mcp
Claim
An MCP server for email operations supporting IMAP and SMTP protocols, enabling…
|
— | ||||||||
| 39259 |
Ryot MCP Starter
Claim
A local MCP server for interacting with a self-hosted Ryot instance, enabling m…
|
— | ||||||||
| 39260 |
renfield-mcp-calendar
Claim
Unified MCP server for calendar access connecting Exchange (EWS), Google Calend…
|
— | ||||||||
| 39261 |
synapse-mcp
Claim
A Model Context Protocol (MCP) server that enables AI agent access to Synapse e…
|
— | ||||||||
| 39262 |
deep-search-mcp
Claim
Performs comprehensive web searches by combining Google search with advanced co…
|
— | ||||||||
| 39263 |
esp-idf-docs
Claim
Enables searching and reading ESP-IDF documentation online, with support for mu…
|
— | ||||||||
| 39264 |
Stock market price API for AI agents. Real-time quotes: current price, daily ch…
|
— | ||||||||
| 39265 |
open-public-domain
Claim
MCP server that gives AI agents access to the world's public domain library. Se…
|
— | ||||||||
| 39266 |
dintak-mcp-gateway
Claim
Semantic job search, posting, and apply for Dintak, with resume-to-job match sc…
|
— | ||||||||
| 39267 |
LotAPI
Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
|
— | ||||||||
| 39268 |
Jusratio Case File
Claim
Local-first MCP server that transforms civil case PDFs into queryable cases wit…
|
— | ||||||||
| 39269 |
AGI Feeder
Claim
An MCP server that routes tasks to the best AI models, aggregates responses wit…
|
— | ||||||||
| 39270 |
SEOforGPT MCP Server
Claim
Enables AI-driven brand visibility monitoring and SEO project management via th…
|
— | ||||||||
| 39271 |
weather-mcp-server
Claim
An MCP server that provides weather data
|
— | ||||||||
| 39272 |
MCP-compatible proxy hub that intelligently filters tool responses to stay with…
|
— | ||||||||
| 39273 |
Japan Data MCP
Claim
30 tools for Japanese data: address, furigana, transit, Diet, holidays, weather…
|
— | ||||||||
| 39274 |
mcp-server-duckdb
Claim
Enables LLMs to interact with DuckDB databases through MCP tools for SQL querie…
|
— | ||||||||
| 39275 |
Squish Memory
Claim
Connect once. Remember everywhere. Squish gives ChatGPT, Claude Code, and every…
|
— | ||||||||
| 39276 |
Snapshot Site
Claim
Capture screenshots, detect visual regressions between page versions, and analy…
|
— | ||||||||
| 39277 |
mcp-memory-graph
Claim
A context-aware memory MCP server for Claude Code and any MCP-compatible AI age…
|
— | ||||||||
| 39278 |
shouldideploytoday-mcp
Claim
MCP server that checks if today is a good day to deploy using the shouldideploy…
|
— | ||||||||
| 39279 |
Linear MCP Server
Claim
Enables comprehensive issue tracking and project management through Linear's Gr…
|
— | ||||||||
| 39280 |
multi-agent-mcp
Claim
Orchestrates multiple AI agents (Product Manager, Software Architect, Engineer,…
|
— | ||||||||
| 39281 |
rednote-crawler
Claim
Enables AI assistants to search and collect data from Xiaohongshu/REDnote, incl…
|
— | ||||||||
| 39282 |
Companion MCP
Claim
An MCP server for Bitfocus Companion that enables AI assistants to program and …
|
— | ||||||||
| 39283 |
ms_fabric_mcp
Claim
Enables LLMs to query and explore schemas in Microsoft Fabric lakehouses, wareh…
|
— | ||||||||
| 39284 |
clawcast
Claim
AI rap songs about today's headlines in any rapper's style. Free trial + x402 p…
|
— | ||||||||
| 39285 |
octapi
Claim
A business's WhatsApp front desk as tools: inbox, customers, catalogue, booking…
|
— | ||||||||
| 39286 |
1inch MCP
Claim
Doc search, intent & cross-chain swaps, limit orders, portfolio, spot prices, g…
|
— | ||||||||
| 39287 |
Provides comprehensive World of Warcraft guild analytics, player character anal…
|
— | ||||||||
| 39288 |
Sepolia FastMCP Server
Claim
A Model Context Protocol (MCP) server for interacting with the Sepolia Ethereum…
|
— | ||||||||
| 39289 |
ssh-mcp
Claim
An MCP server enabling Claude to execute commands on multiple remote servers vi…
|
— | ||||||||
| 39290 |
Agent Ready
Claim
Agent Ready is an AI agent readability scanner — point it at any public URL and…
|
— | ||||||||
| 39291 |
finance-mcp
Claim
Local, privacy-first access to bank and credit-card transactions for Copilot, b…
|
— | ||||||||
| 39292 |
india-regulatory-mcp
Claim
Search RBI & SEBI circulars, master directions and regulations. Offline SQLite …
|
— | ||||||||
| 39293 |
Agentweaver MCP Server
Claim
Exposes Agentweaver runs and outcomes as MCP tools for Claude Desktop and compa…
|
— | ||||||||
| 39294 |
playwritermcp-mcp
Claim
A paid remote MCP for AI agent browser MCP session, built to return verdicts, r…
|
— | ||||||||
| 39295 |
codetex-mcp
Claim
A commit-aware code context manager for LLMs that indexes Git repositories into…
|
— | ||||||||
| 39296 |
vapi-mcp-server
Claim
Enables AI agents to manage Vapi Voice AI platform resources such as assistants…
|
— | ||||||||
| 39297 |
upriver
Claim
Know what's gaining traction online: breakout topics in tech, sports & politics…
|
— | ||||||||
| 39298 |
dbt MCP Server
Claim
Provides intelligent dbt assistance through Claude Code integration, enabling u…
|
— | ||||||||
| 39299 |
A Model Context Protocol server designed to streamline Expo and React Native de…
|
— | ||||||||
| 39300 |
Excel MCP
Claim
Enables AI clients to read, write, and manage Excel workbooks (.xlsx/.xlsm) dir…
|
— | ||||||||