MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 1 hour, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22701 |
Enables AI assistants to manage Bitbucket Cloud repositories, pull requests, pi…
|
C 64 4⁄3 | ||||||||
| 22702 |
SharePoint Excel Services MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22703 |
CSV File MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22704 |
Microsoft OneDrive MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22705 |
Risk Audit MCP
Claim
Enables security scanning of code projects to identify common vulnerabilities l…
|
C 64 3⁄3 | ||||||||
| 22706 |
agents
Claim
|
C 64 4⁄3 | ||||||||
| 22707 |
The Graph Token API MCP
Claim
Official MCP server that turns The Graph’s Token API into a plug-and-play web3 …
|
C 64 4⁄3 | ||||||||
| 22708 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22709 |
Enables AI agents to analyze Excel files through atomic operations like filteri…
|
C 64 4⁄3 | ||||||||
| 22710 |
This read-only MCP Server allows you to connect to Email data from Claude Deskt…
|
C 64 3⁄3 | ||||||||
| 22711 |
MCP server for Calltouch API to retrieve calls, leads, sources, tags, and stati…
|
C 64 3⁄3 | ||||||||
| 22712 |
Control AI agents creation and modification via MCP.
|
C 64 4⁄4 | ||||||||
| 22713 |
Enables AI assistants to interact with Snowflake databases through SQL queries,…
|
C 64 4⁄4 | ||||||||
| 22714 |
MCP server for Yandex Metrika — web analytics, counters, goals, traffic (Russia)
|
C 64 3⁄3 | ||||||||
| 22715 |
This MCP server provides comprehensive Google Workspace integration (Gmail, Dri…
|
C 64 4⁄3 | ||||||||
| 22716 |
Limitguard
Claim
Trust Intelligence API - entity screening, sanctions, risk scoring, IBAN valida…
|
C 64 3⁄3 | ||||||||
| 22717 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22718 |
This read-only MCP Server allows you to connect to YouTube Analytics data from …
|
C 64 3⁄3 | ||||||||
| 22719 |
A macOS utility that captures screenshots and analyzes them with AI vision, ena…
|
C 64 4⁄3 | ||||||||
| 22720 |
Enables managing Kubernetes clusters through natural language by providing tool…
|
C 64 4⁄3 | ||||||||
| 22721 |
TrendRadar
Claim
A real-time news and hot spot aggregation server that monitors multiple platfor…
|
C 64 4⁄3 | ||||||||
| 22722 |
mcp-language-server
Claim
MCP Language Server helps MCP enabled clients navigate codebases more easily by…
|
C 63 4⁄3 | ||||||||
| 22723 |
FPF Agent Stack
Claim
Enables offline AI agent automation with embedded local LLM (Qwen 2.5), sandbox…
|
C 63 4⁄3 | ||||||||
| 22724 |
univer-mcp
Claim
AI-powered spreadsheet automation through Model Context Protocol (MCP) server f…
|
C 63 3⁄3 | ||||||||
| 22725 |
A basic MCP server template that provides a foundation for building custom tool…
|
C 63 4⁄3 | ||||||||
| 22726 |
AI marketing copilot: brand intelligence, campaigns, content, CRM, SEO, and ski…
|
C 63 3⁄3 | ||||||||
| 22727 |
Provides AI agents with persistent memory and knowledge management through a co…
|
C 63 4⁄4 | ||||||||
| 22728 |
A Model Context Protocol server for the Hetzner Cloud API that enables natural …
|
C 63 4⁄4 | ||||||||
| 22729 |
An MCP server for red teaming that enables AI agents to perform port scanning, …
|
C 63 3⁄3 | ||||||||
| 22730 |
The first MCP Server dedicated to Bitcoin ecosystem
|
C 63 4⁄3 | ||||||||
| 22731 |
aikido-mcp
Claim
Security analysis for Aiken smart contracts on Cardano. 75 vulnerability detect…
|
C 63 4⁄3 | ||||||||
| 22732 |
Enables AI agents to create, read, and modify Excel workbooks without requiring…
|
C 63 4⁄4 | ||||||||
| 22733 |
Facilitates real-time tool discovery and documentation retrieval for command-li…
|
C 63 4⁄3 | ||||||||
| 22734 |
A Model Context Protocol server that integrates AI assistants like Claude and C…
|
C 63 3⁄3 | ||||||||
| 22735 |
Enables AI assistants to execute malware analysis tools on a REMnux system via …
|
C 63 4⁄4 | ||||||||
| 22736 |
Cloaked Agent
Claim
Trustless spending accounts for AI agents on Solana with on-chain enforced limi…
|
C 63 4⁄3 | ||||||||
| 22737 |
wayforth
Claim
Search engine and payment rail for AI agents. 2,300+ services, semantic ranking.
|
C 63 3⁄3 | ||||||||
| 22738 |
Bridges AI assistants to Autodesk RV for managing media review sessions through…
|
C 63 4⁄3 | ||||||||
| 22739 |
LSP4J-MCP
Claim
A Java MCP (Model Context Protocol) server that wraps JDTLS (Eclipse JDT Langua…
|
C 63 3⁄3 | ||||||||
| 22740 |
Persistent memory for AI agents and humans. Store, search, and discover pattern…
|
C 63 4⁄3 | ||||||||
| 22741 |
A comprehensive MCP server providing OpenStack project management and monitorin…
|
C 63 4⁄3 | ||||||||
| 22742 |
strata
Claim
Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.
|
C 63 3⁄3 | ||||||||
| 22743 |
sheridan-lab-jack
Claim
Provides AI agents with SSH-based tools to manage Nokia SR Linux network device…
|
C 63 3⁄3 | ||||||||
| 22744 |
A Model Context Protocol server that enables Claude to collaborate with Google'…
|
C 63 4⁄4 | ||||||||
| 22745 |
MCP server for local semantic retrieval over a library of ebooks, using pplx-em…
|
C 63 3⁄3 | ||||||||
| 22746 |
Integrates Claude with Salesforce to enable natural language querying, modifica…
|
C 63 4⁄4 | ||||||||
| 22747 |
sandbox-mcp
Claim
A Model Context Protocol (MCP) server that enables LLMs to run ANY code safely …
|
C 63 4⁄3 | ||||||||
| 22748 |
Enables AI assistants to securely query and manage Okta resources for IAM and s…
|
C 63 4⁄4 | ||||||||
| 22749 |
Free AI agent skill security scanner. Scan SKILL.md, MCP configs, and system pr…
|
C 63 4⁄4 | ||||||||
| 22750 |
Provides an interface to the CompText DSL Codex stored in Notion, enabling user…
|
C 63 4⁄4 | ||||||||