MCP Server Quality Scores
Independent quality analysis of 48821 public MCP servers
Last updated 1 hour, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21201 |
Agent! Is a native macOS App that works with any LLM [local and cloud], [open s…
|
B 71 3⁄3 | ||||||||
| 21202 |
Provides persistent, decay-aware memory for AI applications by integrating the …
|
B 71 3⁄3 | ||||||||
| 21203 |
Provides camera and vision tools for AI assistants to list available cameras, c…
|
B 71 4⁄3 | ||||||||
| 21204 |
Hostaway PMS: reservations, listings, calendars, financials, and guest messagin…
|
B 71 3⁄3 | ||||||||
| 21205 |
MCP server for code structure analysis using tree-sitter.
|
B 71 3⁄3 | ||||||||
| 21206 |
|
B 71 3⁄3 | ||||||||
| 21207 |
Provides an interface to access and manage JIRA data through the Model Context …
|
B 71 4⁄4 | ||||||||
| 21208 |
A Python-based Model Context Protocol server that provides 87 tools for compreh…
|
B 71 4⁄4 | ||||||||
| 21209 |
ggmcp4vscode
Claim
|
B 71 4⁄3 | ||||||||
| 21210 |
MCP server that exposes Redis API to AI models
|
B 71 3⁄3 | ||||||||
| 21211 |
Enables AI to generate fully authored Elgato Stream Deck profiles with buttons,…
|
B 71 4⁄3 | ||||||||
| 21212 |
Enables AI assistants to interact with Linear's project management system throu…
|
B 71 4⁄4 | ||||||||
| 21213 |
Provides programmable access to Ghostfolio portfolio management and financial d…
|
B 71 3⁄3 | ||||||||
| 21214 |
Generate 27 legal document types across 18 jurisdictions via Ebenova API.
|
B 71 3⁄3 | ||||||||
| 21215 |
superman-mcp
Claim
A Cursor enhancement plugin that provides multi-session MCP functionality, a me…
|
B 71 3⁄3 | ||||||||
| 21216 |
Runtime governance enforcement for AI agents. Validates data payloads against s…
|
B 71 3⁄3 | ||||||||
| 21217 |
Allows Claude to interact with SharePoint Online using the REST API, enabling u…
|
B 71 4⁄4 | ||||||||
| 21218 |
che-word-mcp
Claim
Swift-native MCP server for Word (.docx) manipulation with 105 tools
|
B 71 3⁄3 | ||||||||
| 21219 |
Provides access to OpenAlex's catalog of 240M+ scholarly works, enabling search…
|
B 71 4⁄4 | ||||||||
| 21220 |
Institutional memory for AI agents with real BFT consensus. 4 application valid…
|
B 71 4⁄3 | ||||||||
| 21221 |
Find verified professional emails by name, domain, LinkedIn, or role.
|
B 71 3⁄3 | ||||||||
| 21222 |
vscode-notebook-mcp
Claim
Exposes VSCode Jupyter notebooks to MCP-compatible AI agents, enabling them to …
|
B 71 3⁄3 | ||||||||
| 21223 |
robotics-control-mcp MCP server by MEOK AI Labs
|
B 71 3⁄3 | ||||||||
| 21224 |
The official C# SDK for Model Context Protocol servers and clients. Maintained …
|
B 71 3⁄3 | ||||||||
| 21225 |
Scan any project or website for privacy compliance issues directly in your AI c…
|
B 71 3⁄3 | ||||||||
| 21226 |
Outlook OAuth MCP Server
Claim
Enables interaction with Microsoft Outlook for managing emails and calendars th…
|
B 71 4⁄4 | ||||||||
| 21227 |
Enables AI assistants to manage CData Sync operations, including data synchroni…
|
B 71 4⁄4 | ||||||||
| 21228 |
7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→…
|
B 71 4⁄3 | ||||||||
| 21229 |
pdf-document-mcp MCP server by MEOK AI Labs
|
B 71 3⁄3 | ||||||||
| 21230 |
A Model Context Protocol server that allows AI assistants and applications to a…
|
B 71 4⁄4 | ||||||||
| 21231 |
docx-mcp
Claim
Read and edit Word (.docx) documents with track changes, comments, footnotes, a…
|
B 71 3⁄3 | ||||||||
| 21232 |
uploadkit
Claim
|
B 71 3⁄3 | ||||||||
| 21233 |
Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, struct…
|
B 71 3⁄3 | ||||||||
| 21234 |
Send physical handwritten postcards from any AI agent. Real pen & ink, USPS, $4…
|
B 71 3⁄3 | ||||||||
| 21235 |
Provides comprehensive access to HubSpot CRM data and operations, enabling mana…
|
B 71 4⁄3 | ||||||||
| 21236 |
Enables AI assistants to manage multi-cloud resources (AWS, Azure, GCP) includi…
|
B 71 4⁄4 | ||||||||
| 21237 |
An MCP server providing curated Swift and SwiftUI best practices from leading i…
|
B 71 4⁄3 | ||||||||
| 21238 |
baserow/baserow
Claim
Baserow database integration with table search, list, and row create, read, upd…
|
B 71 4⁄3 | ||||||||
| 21239 |
Professional furniture design: specs, validation, cut optimization, BOM, and 3D…
|
B 71 3⁄3 | ||||||||
| 21240 |
domain-check
Claim
Fast domain availability checker with RDAP/WHOIS — batch checks, TLD presets, a…
|
B 71 4⁄3 | ||||||||
| 21241 |
Search dashboards, investigate incidents and query datasources in your Grafana …
|
B 71 4⁄3 | ||||||||
| 21242 |
An MCP server for KG Financial's payment services integration, enabling AI codi…
|
B 71 3⁄3 | ||||||||
| 21243 |
Enables AI assistants and agents to evaluate and improve their responses using …
|
B 71 4⁄4 | ||||||||
| 21244 |
Enables AI assistants to interact with Mealie recipe databases, allowing users …
|
B 71 4⁄4 | ||||||||
| 21245 |
d2mcp
Claim
A Model Context Protocol (MCP) server that provides D2 diagram generation and m…
|
B 71 4⁄3 | ||||||||
| 21246 |
Verifiable microtask protocol for AI agent collaboration. Task lifecycle, valid…
|
B 71 3⁄3 | ||||||||
| 21247 |
|
B 71 3⁄3 | ||||||||
| 21248 |
vaultguard-mcp
Claim
VaultGuard MCP Server - Yearn V3 / DeFi vault security and analysis tools for A…
|
B 71 3⁄3 | ||||||||
| 21249 |
Automatically converts REST APIs with Swagger/OpenAPI documentation into MCP to…
|
B 71 4⁄4 | ||||||||
| 21250 |
Infinity-MCP
Claim
A Cursor IDE enhancement plugin that provides multi-session MCP functionality a…
|
B 71 3⁄3 | ||||||||