MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20201 |
A comprehensive MCP server providing full control over ProPresenter presentatio…
|
B 74 3⁄3 | ||||||||
| 20202 |
Azure DevOps Boards work items over MCP (stdio). Requires Bun, org, project, an…
|
B 74 3⁄3 | ||||||||
| 20203 |
Crystallize headless commerce tools for AI agents via Model Context Protocol
|
B 74 3⁄3 | ||||||||
| 20204 |
Crypto intelligence, GitHub trends, market signals, and AI advisor via x402 pay…
|
B 74 3⁄3 | ||||||||
| 20205 |
An MCP server that enables users to manage their Amazon Alexa shopping lists di…
|
B 74 3⁄3 | ||||||||
| 20206 |
DataMerge MCP
Claim
Enables AI assistants to enrich and retrieve company data by connecting to the …
|
B 74 4⁄4 | ||||||||
| 20207 |
A bridge server that converts stdio protocol to streamable-http protocol, allow…
|
B 74 4⁄4 | ||||||||
| 20208 | B 74 3⁄3 | |||||||||
| 20209 |
Enables AI assistants to query and manage GoCD pipelines, stages, and jobs thro…
|
B 74 4⁄4 | ||||||||
| 20210 |
tda
Claim
TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or …
|
B 74 3⁄3 | ||||||||
| 20211 |
MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows o…
|
B 74 3⁄3 | ||||||||
| 20212 |
MCP local-first CLI tool that converts PRD text files into persistent execution…
|
B 74 4⁄3 | ||||||||
| 20213 |
Enable AI-assisted development with integrated workflow automation, Python host…
|
B 74 4⁄3 | ||||||||
| 20214 |
KiCAD-MCP-Server
|
B 74 4⁄3 | ||||||||
| 20215 |
Enables AI agents to create, edit, and run Godot 4.5+ games by providing tools …
|
B 74 3⁄3 | ||||||||
| 20216 |
Gives Claude Desktop read-only access to your WhatsApp chats and message histor…
|
B 74 3⁄3 | ||||||||
| 20217 |
Connect AI agents to the Counsel API for strategic reasoning, multi-perspective…
|
B 74 4⁄4 | ||||||||
| 20218 |
Enables Claude and other MCP clients to manage Instapaper accounts by reading, …
|
B 74 4⁄4 | ||||||||
| 20219 |
1xn-vmcp
Claim
vMCP - Virtual Model Context Protocol
|
B 74 4⁄3 | ||||||||
| 20220 |
Enables AI assistants to interact with Power BI datasets through natural langua…
|
B 74 4⁄4 | ||||||||
| 20221 |
|
B 74 3⁄3 | ||||||||
| 20222 |
Tells you how you and your Claude agent actually work together. Local-only, no …
|
B 74 3⁄3 | ||||||||
| 20223 |
Enables comprehensive browser automation and control through Playwright, includ…
|
B 74 4⁄3 | ||||||||
| 20224 |
Enables conversion of Markdown content into PowerPoint presentations using pand…
|
B 74 4⁄4 | ||||||||
| 20225 |
Enables interaction with Twitter through a Model Context Protocol, allowing lar…
|
B 74 4⁄4 | ||||||||
| 20226 |
Debug and analyze Nanostores apps with AI: scan stores, monitor runtime events,…
|
B 74 3⁄3 | ||||||||
| 20227 |
An AI-native management hub that enables users to control WordPress, WooCommerc…
|
B 74 4⁄4 | ||||||||
| 20228 |
Explore, analyze, and decompile Java JAR files via MCP
|
B 74 3⁄3 | ||||||||
| 20229 |
MCP server for SAP ABAP systems
|
B 74 3⁄3 | ||||||||
| 20230 |
Official Vugola MCP server - AI video clipping and multi-platform post scheduli…
|
B 74 3⁄3 | ||||||||
| 20231 |
MCP server for validating and generating SOUL.md agent identity files from Clau…
|
B 74 3⁄3 | ||||||||
| 20232 |
Enables AI assistants to interact with Mealie for recipe management, meal plann…
|
B 74 4⁄4 | ||||||||
| 20233 |
Zero-knowledge persistent memory for Claude — encrypted, semantic search, EU ho…
|
B 74 3⁄3 | ||||||||
| 20234 |
Enables interaction with the Edgee API for managing organizations, projects, do…
|
B 74 4⁄4 | ||||||||
| 20235 |
Enables interaction with the BoldSign e-signature platform through its API. Sup…
|
B 74 4⁄4 | ||||||||
| 20236 |
SEC EDGAR filings, XBRL financials, FRED economic data, and real-time market qu…
|
B 74 3⁄3 | ||||||||
| 20237 |
Provides comprehensive access to the FieldEdge field service management platfor…
|
B 74 4⁄4 | ||||||||
| 20238 |
MCP server for UI5 Web Components for React - Developer documentation and API a…
|
B 74 3⁄3 | ||||||||
| 20239 |
M-Pesa + Africa's Talking MCP server — payments, SMS, airtime for AI agents in …
|
B 74 3⁄3 | ||||||||
| 20240 |
MCP server + TypeScript SDK for 36 U.S. government data APIs — 188 tools. Treas…
|
B 74 4⁄3 | ||||||||
| 20241 |
Code intelligence MCP server for 17+ programming languages.
|
B 74 4⁄3 | ||||||||
| 20242 |
A minimal MCP server providing basic calculator operations (add, echo) and Andr…
|
B 74 4⁄3 | ||||||||
| 20243 |
MCP server for generating Chromium-style QR codes with optional Dino logo or cu…
|
B 74 3⁄3 | ||||||||
| 20244 |
An MCP server that enables collaboration between Claude Code and Z.ai's GLM mod…
|
B 74 4⁄3 | ||||||||
| 20245 |
A Model Context Protocol server that enables interaction with Borrow Automated …
|
B 74 4⁄4 | ||||||||
| 20246 |
Read-only MCP server for OpenObserve Community Edition via REST API. Search log…
|
B 74 3⁄3 | ||||||||
| 20247 |
bifrost
Claim
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load bala…
|
B 74 4⁄3 | ||||||||
| 20248 |
A Model Context Protocol server that integrates TAK Server with AI systems, pro…
|
B 74 4⁄4 | ||||||||
| 20249 |
MCP server for the Hetzner Cloud API — servers, networks, volumes, firewalls, a…
|
B 74 4⁄3 | ||||||||
| 20250 |
Supabase MCP Server with support for SQL query execution and database explorati…
|
B 74 4⁄3 | ||||||||
