MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 1 hour, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40601 |
sendbird-mcp
Claim
MCP server for Sendbird chat infrastructure, enabling AI agents to provision us…
|
— | ||||||||
| 40602 |
postscript-mcp
Claim
MCP server for Postscript SMS marketing platform, enabling AI agents to query s…
|
— | ||||||||
| 40603 |
ebay-mcp
Claim
MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and …
|
— | ||||||||
| 40604 |
gorgias-mcp
Claim
Enables AI agents to manage Gorgias support tickets: list open tickets, read co…
|
— | ||||||||
| 40605 |
Ultrahuman MCP Server
Claim
Provides access to Ultrahuman health and fitness data through standardized MCP …
|
— | ||||||||
| 40606 |
Reachy Mini MCP Server
Claim
Control a Reachy Mini robot through natural language, with tools for head/anten…
|
— | ||||||||
| 40607 |
CRMy
Claim
Provides AI agents with operational customer context, including typed revenue o…
|
— | ||||||||
| 40608 |
AI Calendar Assistant
Claim
Provides a set of MCP tools to manage Google Calendar events via natural langua…
|
— | ||||||||
| 40609 |
n2n-nexus
Claim
A local digital asset hub for multi-AI assistant collaboration, offering real-t…
|
— | ||||||||
| 40610 |
FitnessMCP
Claim
A unified MCP server that connects AI assistants to multiple fitness services (…
|
— | ||||||||
| 40611 |
Myelin
Claim
Myelin provides persistent, brain-inspired memory for AI agents, enabling cross…
|
— | ||||||||
| 40612 |
Sablier MCP Server
Claim
An MCP server that lets AI assistants analyze portfolios, stress-test scenarios…
|
— | ||||||||
| 40613 |
AL MCP Server
Claim
Provides AI assistants with complete visibility into AL dependencies and symbol…
|
— | ||||||||
| 40614 |
Shape MCP Server
Claim
Provides AI assistants access to Shape's onchain data including gasback distrib…
|
— | ||||||||
| 40615 |
pyghidra-mcp
Claim
Exposes Ghidra reverse engineering capabilities via MCP, enabling LLMs and agen…
|
— | ||||||||
| 40616 |
Markdown Notes MCP
Claim
Enables managing and searching markdown notes with semantic search, question an…
|
— | ||||||||
| 40617 |
Enables AI assistants to discover and invoke KakaoCloud OpenAPI endpoints for m…
|
— | ||||||||
| 40618 |
Better Finder MCP
Claim
Enables intelligent file search with Git-like staging and indexing, offering se…
|
— | ||||||||
| 40619 |
codescan-mcp-server
Claim
MCP server enabling AI models to interact with Codescan's API for listing proje…
|
— | ||||||||
| 40620 |
OdooSurface MCP
Claim
Enables AI agents to interact with Odoo ERP as the authenticated user, with too…
|
— | ||||||||
| 40621 |
Bike MCP Server
Claim
Enables reading, writing, and manipulation of Bike outlines on macOS through na…
|
— | ||||||||
| 40622 |
Meshy MCP Server
Claim
Enables AI assistants to generate 3D models, textures, and images via the Meshy…
|
— | ||||||||
| 40623 |
mcp-mempool-space
Claim
MCP server for Bitcoin block explorer and mempool/fee statistics, providing too…
|
— | ||||||||
| 40624 |
MCP server for PDF generation using PDFKit
|
— | ||||||||
| 40625 |
Kali Factory MCP Server
Claim
Enables AI agents to safely execute OSINT and reconnaissance tools from Kali Li…
|
— | ||||||||
| 40626 |
yt-mcp
Claim
|
— | ||||||||
| 40627 |
Mnemonic
Claim
Persistent memory management for AI assistants like Claude, enabling creation, …
|
— | ||||||||
| 40628 |
EVE-NG MCP Server
Claim
An MCP server that gives Claude and other LLM agents programmatic access to EVE…
|
— | ||||||||
| 40629 |
mcp-server-unity
Claim
Enables AI assistants like Claude to interact with Unity projects programmatica…
|
— | ||||||||
| 40630 |
JIRA MCP Server
Claim
An MCP server that provides tools to interact with JIRA for sprint management, …
|
— | ||||||||
| 40631 |
Validator Ai MCP
Claim
An MCP server for validating JSON against schemas, checking email deliverabilit…
|
— | ||||||||
| 40632 |
mcp-server
Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
|
— | ||||||||
| 40633 |
microquery-mcp
Claim
SQL over real-world data — FDA, SEC, blockchain, genomics, CVEs, and more. No c…
|
— | ||||||||
| 40634 |
SecOps MCP
Claim
Provides access to 13+ penetration testing and security audit tools through a u…
|
— | ||||||||
| 40635 |
pycti-mcp
Claim
MCP server that provides condensed and normalized data from OpenCTI to LLMs, en…
|
— | ||||||||
| 40636 |
Hiito MCP Server
Claim
Enables AI assistants to query nearby parties, retrieve party details, and gene…
|
— | ||||||||
| 40637 |
iStdBMAD
Claim
A local MCP server that provides all 42 BMAD AI development skills to multiple …
|
— | ||||||||
| 40638 |
GitHub MCP Server
Claim
A Model Context Protocol server that provides 29 Git operations and advanced wo…
|
— | ||||||||
| 40639 |
Enables unit conversion for length, weight, temperature, and currency using sim…
|
— | ||||||||
| 40640 |
Enables LLMs to create PayPal invoices through a simple tool interface.
|
— | ||||||||
| 40641 |
Research Paper Agent
Claim
A remote MCP server for searching arXiv papers, extracting paper details, and g…
|
— | ||||||||
| 40642 |
SSH MCP Server
Claim
Enables AI assistants to execute SSH commands and perform token-efficient file …
|
— | ||||||||
| 40643 |
Figma Dash MCP Server
Claim
Connects IDE to Figma Desktop App, enabling AI assistants to generate and manip…
|
— | ||||||||
| 40644 |
MCP → Local MSSQL Server
Claim
Exposes SQL Server stored procedures as tools for LLM clients (Claude Desktop, …
|
— | ||||||||
| 40645 |
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
|
— | ||||||||
| 40646 |
MCP server for Google Ads Keyword Planner ideas. Exposes read-only tools to gen…
|
— | ||||||||
| 40647 |
Parsley MCP Server
Claim
Enables AI assistants to access buyer intent signals, MEDDIC qualification data…
|
— | ||||||||
| 40648 |
railinfo-mcp
Claim
Enables real-time Indian Railways information retrieval, including live train r…
|
— | ||||||||
| 40649 |
MCP Data Gateway
Claim
A unified data gateway MCP server that enables Claude to interact with multiple…
|
— | ||||||||
| 40650 |
Steam MCP Server
Claim
MCP server providing 25 tools to query Steam store data, player statistics, ach…
|
— | ||||||||