MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 6 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7951 |
MCP-CLIO
Claim
Exposes Creatio CLI (CLIO) commands as tools for AI agents to manage Creatio en…
|
C 69 5⁄4 | ||||||||
| 7952 |
A server that enables language models to perform web searches through SearXNG u…
|
C 69 5⁄5 | ||||||||
| 7953 |
Integrates with the skills.sh ecosystem to allow AI coding agents to discover, …
|
C 69 5⁄5 | ||||||||
| 7954 |
Enables secure file uploads to Amazon S3 with progress tracking and presigned U…
|
C 69 5⁄5 | ||||||||
| 7955 |
An MCP server that allows Claude and other MCP-compatible LLMs to interact with…
|
C 69 5⁄5 | ||||||||
| 7956 |
Enables sending messages to Mattermost channels through webhooks via MCP protoc…
|
C 69 5⁄5 | ||||||||
| 7957 |
Execute SQL Query on InterSystems IRIS
Do some monitoring and manipulations wit…
|
C 69 5⁄5 | ||||||||
| 7958 |
Manage Supabase projects end to end across database, auth, storage, realtime, a…
|
C 69 5⁄5 | ||||||||
| 7959 |
Exposes local Ollama instances as tools for Claude Code, allowing users to offl…
|
C 69 5⁄4 | ||||||||
| 7960 |
Integrates task management with the Pomodoro Technique, enabling AI assistants …
|
C 69 5⁄5 | ||||||||
| 7961 |
my-mcp-server
Claim
A simple Node.js MCP server that exposes three tools: greet for personalized me…
|
C 69 5⁄4 | ||||||||
| 7962 |
Integrates Spotify with Claude to enable voice-controlled music playback, playl…
|
C 69 5⁄5 | ||||||||
| 7963 |
52 MCP tools for AI social media: create, distribute, analyze, and optimize con…
|
C 69 5⁄5 | ||||||||
| 7964 |
A Model Context Protocol server that helps track expenses and calculate reimbur…
|
C 69 5⁄5 | ||||||||
| 7965 |
Enables AI assistants to search and query Lucene/NRTSearch indexes using natura…
|
C 69 5⁄5 | ||||||||
| 7966 |
A Model Context Protocol server that enables full CRUD operations for e-commerc…
|
C 69 5⁄5 | ||||||||
| 7967 |
A server that enables control of smart home devices through the Jenius AI agent…
|
C 69 5⁄5 | ||||||||
| 7968 |
Implements Agentic Context Engineering to create self-improving AI coding assis…
|
C 69 5⁄5 | ||||||||
| 7969 |
A Model Context Protocol server generated via the Postman MCP Generator that pr…
|
C 69 5⁄5 | ||||||||
| 7970 |
A MCP server for taking screenshots of webpages to use as feedback during UI de…
|
C 69 5⁄4 | ||||||||
| 7971 |
Enables conversational analysis of CSV and Parquet files through natural langua…
|
C 69 5⁄4 | ||||||||
| 7972 |
Oura Ring MCP Server
Claim
Enables access to Oura Ring health data including sleep patterns, activity metr…
|
C 69 5⁄5 | ||||||||
| 7973 |
|
C 69 5⁄4 | ||||||||
| 7974 |
A Model Context Protocol server that provides database interaction capabilities…
|
C 69 5⁄4 | ||||||||
| 7975 |
Enables creation and management of state/decision graphs using NetworkX, suppor…
|
C 69 5⁄4 | ||||||||
| 7976 |
An MCP server for 1C:Enterprise that provides AI assistants with access to conf…
|
C 69 5⁄4 | ||||||||
| 7977 |
Skill + MCP server to turn your agent into an RLM. Load context, iterate with s…
|
C 69 5⁄5 | ||||||||
| 7978 |
An MCP server that enables batch conversion of images to WebP format with confi…
|
C 69 5⁄5 | ||||||||
| 7979 |
Facilitates retrieval of National Park Services data using the NPS API, allowin…
|
C 69 5⁄5 | ||||||||
| 7980 |
A demonstration MCP server built in TypeScript that shows how to implement stdi…
|
C 69 5⁄5 | ||||||||
| 7981 |
Provides access to Australian Government ICT procurement opportunities from Buy…
|
C 69 5⁄5 | ||||||||
| 7982 |
Superstore MCP Server
Claim
Enables interaction with Real Canadian Superstore to extract order history, bro…
|
C 69 5⁄5 | ||||||||
| 7983 |
DFlow MCP Server
Claim
Provides access to Kalshi prediction market data with 23 tools for querying eve…
|
C 69 5⁄5 | ||||||||
| 7984 |
Enables AI tools to manage containerized applications through Podman, supportin…
|
C 69 5⁄5 | ||||||||
| 7985 |
Keplaca Scraper MCP
Claim
Provides vehicle data scraping from keplaca.com through the Model-Context Proto…
|
C 69 5⁄5 | ||||||||
| 7986 |
Provides AI tools with access to ProudNet documentation through search, page re…
|
C 69 5⁄5 | ||||||||
| 7987 |
Enables AI assistants to interact with GitLab for managing projects, branches, …
|
C 69 5⁄5 | ||||||||
| 7988 |
Bar Assistant MCP Server
Claim
Enables intelligent cocktail discovery and recipe retrieval from Bar Assistant …
|
C 69 5⁄5 | ||||||||
| 7989 |
This server enables AI models to send SMS messages and initiate Text-to-Speech …
|
C 69 5⁄5 | ||||||||
| 7990 |
A Model Context Protocol server that provides AI assistants like Claude with se…
|
C 69 5⁄4 | ||||||||
| 7991 |
Master MCP Server
Claim
Aggregates multiple MCP servers behind a single, secure endpoint with unified t…
|
C 69 5⁄5 | ||||||||
| 7992 |
A Model Context Protocol server that provides Claude and other LLMs with read-o…
|
C 69 5⁄5 | ||||||||
| 7993 |
A Model Context Protocol server that allows AI assistants to invoke and interac…
|
C 69 5⁄5 | ||||||||
| 7994 |
Claude MCP server that enables secure access to browse and read Android project…
|
C 69 5⁄4 | ||||||||
| 7995 |
A multi-role AI discussion system that enables users to manage diverse AI perso…
|
C 69 5⁄5 | ||||||||
| 7996 |
Enables MCP clients like Claude Code and Cursor to use multiple AI models (Gemi…
|
C 69 5⁄4 | ||||||||
| 7997 |
MCP server that turns any website into an API by capturing or importing API end…
|
C 69 6⁄4 | ||||||||
| 7998 |
A server implementation that provides Claude AI with the ability to interact wi…
|
C 69 5⁄5 | ||||||||
| 7999 |
Githru Insights
Claim
Discover top contributors by file, branch, or PR area to route reviews and clar…
|
C 69 5⁄4 | ||||||||
| 8000 |
A Model Context Protocol server that integrates Figma design files with AI codi…
|
C 69 5⁄5 | ||||||||