MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50451 |
mcp-bitsight
Claim
Exposes BitSight Security Ratings as tools for AI assistants, enabling queries …
|
— | ||||||||
| 50452 |
A framework that supports stdio, streamable HTTP, and SSE protocols for MCP ser…
|
— | ||||||||
| 50453 |
context-studio
Claim
MCP server for Context Studio, a file-based CMS for governed marketing document…
|
— | ||||||||
| 50454 |
cell-mem
Claim
An MCP server that provides AI agents with persistent, multi-layered memory ins…
|
— | ||||||||
| 50455 |
feedback-mcp
Claim
MCP server for Open Feedback, enabling AI assistants to submit, list, get, upda…
|
— | ||||||||
| 50456 |
MCP Weather Data Fetcher
Claim
Enables AI agents to retrieve live weather updates for any city via OpenWeather…
|
— | ||||||||
| 50457 |
yacy-mcp
Claim
Enables AI applications to perform web searches using a YaCy search engine inst…
|
— | ||||||||
| 50458 |
eu-filings
Claim
Access European company data and financial filings from multiple sources includ…
|
— | ||||||||
| 50459 |
TickTick MCP V2
Claim
Enhanced TickTick task management server that provides rich functionality inclu…
|
— | ||||||||
| 50460 |
groupdocs-watermark-mcp
Claim
MCP server for GroupDocs.Watermark — add and search document watermarks via AI …
|
— | ||||||||
| 50461 |
Doc MCP Server
Claim
Enables AI agents to generate PDFs from Markdown or URLs, extract text, merge d…
|
— | ||||||||
| 50462 |
plane-mcp-server
Claim
Enables to manage Plane CE projects, issues, pages, modules, cycles, and more v…
|
— | ||||||||
| 50463 |
OctoTrip Rental Cars
Claim
Free, no-login rental car search with real-time pricing.
|
— | ||||||||
| 50464 |
PrintQueueApp MCP Server
Claim
Enables managing a print queue for office documents via a WinUI GUI, supporting…
|
— | ||||||||
| 50465 |
Scaleway MCP Server
Claim
A comprehensive MCP server for managing Scaleway cloud infrastructure, enabling…
|
— | ||||||||
| 50466 |
Provides 189 tools across 12 domains to control DaVinci Resolve from any MCP-co…
|
— | ||||||||
| 50467 |
manim-mcp
Claim
MCP server that generates 3Blue1Brown-style math videos with Manim and AI voice…
|
— | ||||||||
| 50468 |
contract-review-ai-mcp
Claim
contract-review-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 50469 |
axint
Claim
Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
|
— | ||||||||
| 50470 |
csv-explorer-mcp
Claim
A Model Context Protocol server for exploring and analyzing CSV files, providin…
|
— | ||||||||
| 50471 |
tentra-mcp
Claim
AI-native architecture platform for engineering teams. Describe a system in nat…
|
— | ||||||||
| 50472 |
mcp
Claim
Search websites by source code, technology stack, analyze domains, and download…
|
— | ||||||||
| 50473 |
YanceLint MCP Server
Claim
Enables AI coding assistants like Claude Code to perform real-time code linting…
|
— | ||||||||
| 50474 |
sifflet-mcp
Claim
Enables data observability operations with the Sifflet platform. Supports explo…
|
— | ||||||||
| 50475 |
Next.js MCP Server
Claim
Enables MCP-compatible clients to inspect Next.js codebases, analyze App Router…
|
— | ||||||||
| 50476 |
toml-yaml-json-mcp
Claim
Parse, format, and convert configs across TOML, YAML, and JSON.
|
— | ||||||||
| 50477 |
url-ai-mcp
Claim
Url Ai MCP server. Tools: parse url, shorten url data, check url safety. Built …
|
— | ||||||||
| 50478 |
agent-resume
Claim
MCP server that finds and resumes local coding-agent sessions (Codex, OpenCode,…
|
— | ||||||||
| 50479 |
joeapi
Claim
Manage construction project data across clients, contacts, proposals, estimates…
|
— | ||||||||
| 50480 |
Generates API documentation in Confluence from Swagger/OpenAPI specs or NestJS …
|
— | ||||||||
| 50481 |
Identity AIops
Claim
Governed Keycloak + authentik identity ops: users, events, clients, MFA, RCA. 2…
|
— | ||||||||
| 50482 |
Weather MCP Server
Claim
Provides global weather data (current conditions, forecasts, air quality) witho…
|
— | ||||||||
| 50483 |
Pingera MCP Server
Claim
A Model Context Protocol (MCP) server for the Pingera monitoring service, provi…
|
— | ||||||||
| 50484 |
console-bridge
Claim
Captures and queries browser console logs from all tabs, enabling AI assistants…
|
— | ||||||||
| 50485 |
Exposes Exact Match Site ID data to MCP-compatible AI clients. Supports OAuth a…
|
— | ||||||||
| 50486 |
HaloPSA MCP Server
Claim
Enables AI assistants to interact with HaloPSA data through secure OAuth2 authe…
|
— | ||||||||
| 50487 |
mcp-shlink
Claim
Enables AI assistants to interact with a Shlink URL shortening instance, allowi…
|
— | ||||||||
| 50488 |
mcp-toolmux
Claim
Proxy-style MCP tool multiplexer that aggregates multiple downstream stdio MCP …
|
— | ||||||||
| 50489 |
AWS MCP Server
Claim
Enables AI assistants to execute AWS CLI commands and retrieve service document…
|
— | ||||||||
| 50490 |
angr-api-mcp
Claim
MCP server for angr binary analysis API workflow retrieval. Extracts real API u…
|
— | ||||||||
| 50491 |
Podcast Index MCP Server
Claim
Search the Podcast Index: podcasts, episodes, person appearances, trending, fee…
|
— | ||||||||
| 50492 |
MCP X Server
Claim
Enables you to write, refine, and publish tweets to X (Twitter) using AI assist…
|
— | ||||||||
| 50493 |
reassign
Claim
Reassign: a circular 24-hour calendar and time-tracking copilot with ADHD-frien…
|
— | ||||||||
| 50494 |
A remote MCP server deployed on Cloudflare Workers that provides Cloudflare obs…
|
— | ||||||||
| 50495 |
1ClickReport
Claim
40 tools for marketing analytics, campaign management, and AI monitoring across…
|
— | ||||||||
| 50496 |
TickDB Market Data
Claim
Real-time & historical market data: forex, stocks, crypto, indices, metals, K-l…
|
— | ||||||||
| 50497 |
Enables AI assistants to search, filter, and analyze Microsoft events (conferen…
|
— | ||||||||
| 50498 |
T1/T2 Protocol
Claim
Caller-side T1/T2 heterogeneous validation MCP server. Stdlib-only Python.
|
— | ||||||||
| 50499 |
Draw.io MCP Server
Claim
Enables AI assistants to create, read, and manage Draw.io diagrams programmatic…
|
— | ||||||||
| 50500 |
Enables searching and analyzing real H-1B visa sponsorship data from the U.S. D…
|
— | ||||||||