MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9851 |
A minimal learning-focused MCP server that demonstrates core primitives like to…
|
C 66 5⁄5 | ||||||||
| 9852 |
MCP Server for MySQL
Claim
Provides access to MySQL databases with fine-grained access control, supporting…
|
C 66 5⁄5 | ||||||||
| 9853 |
tokenmonkey
Claim
P2P wagering protocol for AI agents on Solana. Coinflip & dice challenges for U…
|
C 66 5⁄4 | ||||||||
| 9854 |
Generate dynamic Mermaid diagrams and charts with AI assistance. Customize styl…
|
C 66 6⁄6 | ||||||||
| 9855 |
Autonomous infra for Coding Agents paid by X402
|
C 66 5⁄5 | ||||||||
| 9856 |
Provides 14 comprehensive tools for geocoding, navigation, and visual mapping u…
|
C 66 5⁄5 | ||||||||
| 9857 |
A command-line interface application that enables interactive chat with AI mode…
|
C 66 5⁄5 | ||||||||
| 9858 |
Enables development support for AS400/IBM i systems by providing read-only acce…
|
C 66 5⁄5 | ||||||||
| 9859 |
A Model Context Protocol server that provides AI assistants with persistent sem…
|
C 66 5⁄5 | ||||||||
| 9860 |
Share code context with LLMs via MCP or clipboard
|
C 66 5⁄4 | ||||||||
| 9861 |
An MCP server for SiYuan Note that enables comprehensive management of notebook…
|
C 66 5⁄5 | ||||||||
| 9862 |
A Model Context Protocol server that enables AI tools to automatically publish …
|
C 66 5⁄4 | ||||||||
| 9863 |
secops-mcp
Claim
All-in-one security testing toolbox that brings together popular open source to…
|
C 66 5⁄4 | ||||||||
| 9864 |
Enables semantic code search across multiple repositories using AST-aware chunk…
|
C 66 5⁄4 | ||||||||
| 9865 |
Enables AI-driven PDF document processing including PDF to Markdown conversion,…
|
C 66 5⁄4 | ||||||||
| 9866 |
An MCP server implementation that enables access to DexScreener API data, provi…
|
C 66 5⁄5 | ||||||||
| 9867 |
Enables conversion between EDIFACT and BO4E data formats through the transforme…
|
C 66 5⁄5 | ||||||||
| 9868 |
Connects AI clients to the Standard Metrics API for automated analysis of ventu…
|
C 66 5⁄5 | ||||||||
| 9869 |
EnvMem
|
C 66 5⁄5 | ||||||||
| 9870 |
A local/private-favored wrapper for antvis/mcp-server-chart
|
C 66 5⁄4 | ||||||||
| 9871 |
A proof-of-concept MCP server that enables reading local files and performing b…
|
C 66 5⁄4 | ||||||||
| 9872 |
A demonstration server that allows large language models to perform penetration…
|
C 66 5⁄4 | ||||||||
| 9873 |
A Model Context Protocol server that allows AI assistants to retrieve user info…
|
C 66 5⁄5 | ||||||||
| 9874 |
Score your specs before feeding them to an LLM. MCP server with radar chart vis…
|
C 66 6⁄4 | ||||||||
| 9875 |
Provides intelligent error detection and debugging capabilities across multiple…
|
C 66 5⁄4 | ||||||||
| 9876 |
A Model Context Protocol server that enables querying and analyzing Wazuh secur…
|
C 66 5⁄5 | ||||||||
| 9877 |
A Model Context Protocol (MCP) server that provides AI agents with comprehensiv…
|
C 66 6⁄4 | ||||||||
| 9878 |
Exposes Monobank personal account data through MCP tools, allowing users to fet…
|
C 66 5⁄5 | ||||||||
| 9879 |
Engagio MCP
Claim
Enables Twitter engagement intelligence by monitoring accounts and topics to id…
|
C 66 5⁄5 | ||||||||
| 9880 |
Enables Claude Desktop to trigger and interact with Make.com automation scenari…
|
C 66 5⁄5 | ||||||||
| 9881 |
Provides Java development capabilities through Eclipse JDT.LS, enabling symbol …
|
C 66 5⁄4 | ||||||||
| 9882 |
A Model Context Protocol server that provides tools for searching arXiv papers …
|
C 66 5⁄5 | ||||||||
| 9883 |
A fully self-hosted MCP server that integrates the Mem0 framework to provide pe…
|
C 66 5⁄4 | ||||||||
| 9884 |
Enables agents to convert text to speech using OpenAI's TTS models with voice s…
|
C 66 5⁄4 | ||||||||
| 9885 |
Human approval gate for AI agents. Critical actions approved or rejected by a h…
|
C 66 6⁄4 | ||||||||
| 9886 |
Azure DevOps MCP Server
Claim
Enables AI agents to query and interact with Azure DevOps data, including work …
|
C 66 5⁄5 | ||||||||
| 9887 |
Clear Thought Server
Claim
Provide systematic thinking, mental models, and debugging approaches to enhance…
|
C 66 5⁄5 | ||||||||
| 9888 |
An MCP server that enables AI assistants to parse Xcode and Swift build outputs…
|
C 66 5⁄4 | ||||||||
| 9889 |
Payment gateway for autonomous AI agents. Single gateway key for tool discovery…
|
C 66 6⁄6 | ||||||||
| 9890 |
An MCP server for reading, rendering, and searching PDF files, specifically opt…
|
C 66 5⁄4 | ||||||||
| 9891 |
A minimal Model Context Protocol server that provides basic arithmetic tools an…
|
C 66 5⁄5 | ||||||||
| 9892 |
An MCP server that enables asset tracking by providing a bridge between the ite…
|
C 66 5⁄5 | ||||||||
| 9893 |
Todoist MCP Server
Claim
Enables AI assistants to manage Todoist tasks, projects, comments, and labels t…
|
C 66 5⁄5 | ||||||||
| 9894 |
mcp
Claim
MCP server exposing Hummingbot API for automated multi-exchange trading
|
C 66 5⁄4 | ||||||||
| 9895 |
Analyzes runtime data objects to suggest optimal UI component instructions for …
|
C 66 5⁄4 | ||||||||
| 9896 |
nf-core MCP Server
Claim
Enables users to manage and navigate nf-core bioinformatics pipeline repositori…
|
C 66 5⁄4 | ||||||||
| 9897 |
A Model Context Protocol server that provides secure curl command execution cap…
|
C 66 5⁄5 | ||||||||
| 9898 |
Geocode addresses, lookup administrative boundaries, and process DigiPin codes …
|
C 66 6⁄4 | ||||||||
| 9899 |
Tokyo WBGT MCP Server
Claim
Provides access to Tokyo's WBGT (Wet Bulb Globe Temperature) heat index forecas…
|
C 66 5⁄5 | ||||||||
| 9900 |
Enables AI agents to scan projects for leaked secrets and manage security incid…
|
C 66 5⁄5 | ||||||||