MCP Server Quality Scores
Independent quality analysis of 59221 public MCP servers
Last updated 2 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19451 |
MCP server providing npm registry search, package details, dependency auditing,…
|
B 83 3⁄3 | ||||||||
| 19452 |
Fabric-Analytics-MCP
Claim
A Model Context Protocol (MCP) server that enables AI assistants to securely ac…
|
B 83 4⁄3 | ||||||||
| 19453 |
Transforms Figma design data into a compact, LLM-friendly format for code gener…
|
B 83 3⁄3 | ||||||||
| 19454 |
Web search, direct-URL fetch, crawl, and docs export MCP. smartfetch for URLs.
|
B 83 3⁄3 | ||||||||
| 19455 |
lazy-tool
Claim
local-first MCP discovery runtime for agents — search before invoke, reduce pro…
|
B 83 3⁄3 | ||||||||
| 19456 |
Enables AI assistants to interact with Alibaba Cloud Yunxiao DevOps platform fo…
|
B 83 4⁄4 | ||||||||
| 19457 |
Read and edit HTML/Markdown tables in GitBook-synced documents via MCP tools.
|
B 83 3⁄3 | ||||||||
| 19458 |
USASpending.gov
Claim
USASpending.gov federal contracts, subawards, recipients, agencies. 55 tools.
|
B 83 3⁄3 | ||||||||
| 19459 |
ynab-mcp-server
Claim
|
B 83 3⁄3 | ||||||||
| 19460 |
Enables AI agents to read and navigate EPUB files through 13 specialized tools …
|
B 83 3⁄3 | ||||||||
| 19461 |
|
B 83 3⁄3 | ||||||||
| 19462 |
Enables AI assistants to query and inspect IBM DB2 for i databases using read-o…
|
B 83 4⁄4 | ||||||||
| 19463 |
Design contract layer for your codebase. Scans Figma, code, Storybook, and toke…
|
B 83 3⁄3 | ||||||||
| 19464 |
ynab-mcp-server
Claim
|
B 83 3⁄3 | ||||||||
| 19465 |
Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config das…
|
B 83 3⁄3 | ||||||||
| 19466 |
|
B 83 3⁄3 | ||||||||
| 19467 |
Parse partial / truncated / messy JSON for LLM tool calls and structured output…
|
B 83 3⁄3 | ||||||||
| 19468 |
Turn editor chat history (Cursor/Claude Code/Windsurf/Copilot/Codex CLI) into t…
|
B 83 3⁄3 | ||||||||
| 19469 |
Package bug screenshots into AI-ready fix instructions with MCP Server
|
B 83 3⁄3 | ||||||||
| 19470 |
A read-only MCP server that connects to Proton Mail via Proton Bridge, enabling…
|
B 83 3⁄3 | ||||||||
| 19471 |
Local MCP server for Hey.com email. Read, search, send, reply, and manage the s…
|
B 83 3⁄3 | ||||||||
| 19472 |
Analyze YouTube, TikTok, and Instagram videos from URL. Extracts transcripts, g…
|
B 83 3⁄3 | ||||||||
| 19473 |
Real-time & historical exchange rates for 150+ currencies via AllRatesToday (mi…
|
B 83 3⁄3 | ||||||||
| 19474 |
mmc-mcp
Claim
MCP server that lets AI agents execute structured business processes by exposin…
|
B 83 3⁄3 | ||||||||
| 19475 |
LacyLights MCP Server
Claim
Provides AI-powered theatrical lighting design capabilities for the LacyLights …
|
B 83 4⁄4 | ||||||||
| 19476 |
SilbercueSwift
Claim
High-performance MCP server for iOS development and test automation. Gives AI c…
|
B 83 3⁄3 | ||||||||
| 19477 |
Real-time currency exchange rates, historical data, and multi-currency lookups …
|
B 83 3⁄3 | ||||||||
| 19478 |
Non-custodial on-chain escrow + AI dispute arbitration for agent-to-agent USDC …
|
B 83 3⁄3 | ||||||||
| 19479 |
Color convert, palette, contrast checker for AI agents
|
B 83 3⁄3 | ||||||||
| 19480 |
Comprehensive Git MCP server enabling native git tools including clone, commit,…
|
B 83 4⁄3 | ||||||||
| 19481 |
MCP Server for SigNoz
|
B 83 3⁄3 | ||||||||
| 19482 |
rust-mcp-schema
Claim
A type-safe implementation of the official Model Context Protocol (MCP) schema …
|
B 83 4⁄3 | ||||||||
| 19483 |
Keyless MCP — 36 tools for SAM.gov, USAspending, Federal Register, eCFR, Grants…
|
B 83 3⁄3 | ||||||||
| 19484 |
Connect Claude to QuickBooks Online — query finances, create invoices, run repo…
|
B 82 3⁄3 | ||||||||
| 19485 |
Claude-powered job fit analyzer that analyzes job fit based on GitHub portfolio…
|
B 82 3⁄3 | ||||||||
| 19486 |
First-party MCP server for Kaskad Protocol — a DeFi lending protocol on Igra L2…
|
B 82 3⁄3 | ||||||||
| 19487 |
Causal graph memory engine for AI agents. Scores memories using relevance × con…
|
B 82 3⁄3 | ||||||||
| 19488 |
Verifiable action logs for AI agents. Every action is recorded in a SHA-256 has…
|
B 82 3⁄3 | ||||||||
| 19489 |
Answers "why does this code exist?" by tracing any line back through the commit…
|
B 82 3⁄3 | ||||||||
| 19490 |
SEO analysis - meta tags, keywords, links, page speed
|
B 82 3⁄3 | ||||||||
| 19491 |
Semantic search and RAG over Apple Notes with on-device embeddings, full CRUD, …
|
B 82 3⁄3 | ||||||||
| 19492 |
telegram-api-mcp
Claim
Ultimate MCP server for Telegram Bot API — 169 methods, full v9.6 coverage, met…
|
B 82 3⁄3 | ||||||||
| 19493 |
MCP server quality scoring and optimization for the agent economy.
|
B 82 3⁄3 | ||||||||
| 19494 |
greenlake-workspaces-mcp
Claim
HPE GreenLake workspaces MCP Server
|
B 82 3⁄3 | ||||||||
| 19495 |
Enables comprehensive Microsoft Dataverse schema management through the Dataver…
|
B 82 4⁄4 | ||||||||
| 19496 |
Enables Git repository interaction and automation via LLMs, providing tools to …
|
B 82 3⁄3 | ||||||||
| 19497 |
A Model Context Protocol (MCP) server for Canny feedback management. Enables ma…
|
B 82 4⁄3 | ||||||||
| 19498 |
clickup-mcp-server
Claim
|
B 82 4⁄3 | ||||||||
| 19499 |
Browser and mobile app automation using WebdriverIO, enabling AI agents to cont…
|
B 82 4⁄3 | ||||||||
| 19500 |
.
|
B 82 3⁄3 | ||||||||