MCP Server Quality Scores
Independent quality analysis of 62098 public MCP servers
Last updated 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32351 |
Dossin MCP Server
Claim
Enables natural language interaction with the Dossin database system, allowing …
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| 32352 |
DataMCP
Claim
DataMCP turns your PostgreSQL into an MCP endpoint that Cursor, Claude Desktop,…
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| 32353 |
auto-news MCP server
Claim
Enables AI assistants to access and manage an Indonesian stock market news pipe…
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| 32354 |
open-dental-mcp
Claim
Enables interaction with Open Dental practice management software, allowing rea…
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| 32355 |
mcp-openweather
Claim
Wraps the OpenWeatherMap API to provide weather data through MCP, enabling AI a…
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| 32356 |
mongo-mcp
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Enables CRUD operations on MongoDB databases and collections, including listing…
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| 32357 |
Provides a standardized interface for interacting with Jira's tools and service…
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| 32358 |
targetprocess-mcp-server
Claim
Enables AI assistants to query, create, and manage Targetprocess entities like …
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| 32359 |
telegram-mcp
Claim
A Telegram integration for Claude, Cursor, and other MCP-compatible clients, ex…
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| 32360 |
redfin-mcp-server
Claim
Search Redfin properties, get property details, and market statistics
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| 32361 |
Find the stories worth writing about: discover emerging stories, rank the angle…
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| 32362 |
pico-mcp
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Enables LLMs to control a PicoScope 5000A USB oscilloscope for signal generatio…
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| 32363 |
weather-mcp
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Enables querying current weather, 7-day forecast, UV index, and air quality for…
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| 32364 |
lnkify
Claim
MCP server that enables AI agents to manage Lnkify links, domains, API keys, an…
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| 32365 |
youtube-creator
Claim
YouTube automation: upload videos, Shorts, manage playlists, get analytics
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| 32366 |
biorxiv-mcp-server
Claim
Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or k…
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| 32367 |
OpenDART MCP Server
Claim
Enables querying South Korean stock disclosures, financial statements, and shar…
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| 32368 |
Enables interaction with AWS Amplify Gen2 application data through natural lang…
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| 32369 |
signallabs-mcp
Claim
Competitive Intelligence MCP: generate AI battlecards, track competitors, monit…
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| 32370 |
MetaMesh-UGA
Claim
Serverless edge control plane to discover, route and monetize 13,000+ MCP tools.
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| 32371 |
Provides AI agents with precise, locale-aware date and time data across multipl…
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| 32372 |
jlink-mcp
Claim
Enables AI assistants like Claude to directly debug microcontrollers via JLink,…
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| 32373 |
Zernio
Claim
Social APIs for developers and AI agents. Schedule posts, track analytics, answ…
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| 32374 |
yo-bug
Claim
An MCP server that gives AI coding assistants QA superpowers, enabling users to…
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| 32375 |
cocos_mcp
Claim
Enables AI assistants to control Cocos Creator game development directly within…
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| 32376 |
MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka…
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| 32377 |
mcp-server-memos
Claim
Enables to interact with Memos note-taking service, allowing search, creation, …
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| 32378 |
sovereign-ai-act-mcp
Claim
Classify any AI system under the EU AI Act: risk tier + binding Articles, verba…
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| 32379 |
chrome-devtools-mcp
Claim
Enables AI coding assistants to control and inspect a live Chrome browser throu…
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| 32380 |
poly-observability-mcp
Claim
Unified MCP server for observability and monitoring, providing tools to query m…
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| 32381 |
@roompanda/mcp
Claim
Enables AI agents to search availability, price rooms, and make real bookings v…
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| 32382 |
Victron VRM MCP Server
Claim
Read-only MCP server integrating with the Victron VRM API to monitor solar syst…
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| 32383 |
SignaTrust MCP Server
Claim
Enables AI assistants to manage document signing workflows via natural language…
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| 32384 |
obsidian-cli-rest
Claim
Enables programmatic control of Obsidian vaults via REST API and MCP server for…
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| 32385 |
grafana-mcp-adapter
Claim
Read-only MCP server that exposes Grafana dashboards, datasources, and metric/l…
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| 32386 |
TracePass
Claim
Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS …
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| 32387 |
API Locker
Claim
Encrypted credential vault with a 21-tool MCP server. Store and manage LLM API …
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| 32388 |
dag-mcp-server
Claim
Provides intelligent, version-aware access to npm library documentation. Suppor…
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| 32389 |
usaspending-mcp-server
Claim
Access US federal award, recipient, agency, and spending analytics data from US…
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| 32390 |
@plantuml/mcp-js
Claim
Pure Node.js MCP server that renders and validates PlantUML diagrams with zero …
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| 32391 |
Bambuddy MCP Server
Claim
Enables AI assistants to interact with Bambuddy's 3D printer management API, in…
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| 32392 |
Solana Security Standard
Claim
Scan Solana/Anchor code against the Solana Security Standard and serve the rule…
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| 32393 |
rnv-color-mcp
Claim
A complete color workflow over MCP: mix, convert, harmonize, measure, and remem…
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| 32394 |
Frugal
Claim
Cost-optimized MCP server: routes every tool call to the cheapest provider that…
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| 32395 |
FastMCP server for Dota 2 match analysis using replay files and OpenDota API, w…
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| 32396 |
Build real visual systems in TouchDesigner from plain language with Claude, Cur…
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| 32397 |
mcp-server
Claim
stories.yaml — an open specification for software requirements, enforced by CI.
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| 32398 |
Frase SEO
Claim
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content…
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| 32399 |
pitchiq-mcp
Claim
Agent-native CRM + get-booked platform. Operate over MCP, or pay per call via x…
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| 32400 |
marboba-mcp
Claim
MarBoba IDP catalog as MCP tools: projects, APIs, runbooks, on-call, SLOs. Brin…
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