MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20101 |
Umbrella package for SciTeX — reproducible science from raw data to manuscript
|
B 77 3⁄3 | ||||||||
| 20102 |
Bridges Claude Code to Language Server Protocol (LSP) servers to enable semanti…
|
B 77 4⁄3 | ||||||||
| 20103 |
Oracle Cloud Infrastructure pricing data with 602 products, cost calculators, a…
|
B 77 4⁄3 | ||||||||
| 20104 |
MCP server for academic papers, citations, authors, ECOS dossiers, and Federal …
|
B 77 3⁄3 | ||||||||
| 20105 | B 77 3⁄3 | |||||||||
| 20106 |
Search, request, and manage e-signature contracts effortlessly with [BoldSign](…
|
B 77 4⁄4 | ||||||||
| 20107 |
Website health checker MCP server - SEO audit, accessibility scan, broken link …
|
B 77 3⁄3 | ||||||||
| 20108 |
CP server for Harbor Registry — projects, repositories, artifacts, storage repo…
|
B 77 3⁄3 | ||||||||
| 20109 |
OTC crypto trading with HTLC atomic settlement on Ethereum and Bitcoin
|
B 77 3⁄3 | ||||||||
| 20110 |
On-chain calculated crypto indicators (EMA, RSI, Bollinger Bands, Volatility) f…
|
B 77 3⁄3 | ||||||||
| 20111 |
Propstack CRM MCP: search contacts, manage properties, track deals, schedule vi…
|
B 77 4⁄3 | ||||||||
| 20112 |
Enables interaction with LaunchDarkly's feature flag platform through AI client…
|
B 77 4⁄4 | ||||||||
| 20113 |
Hybrid computer-use runtime. Fuses accessibility tree + Chrome DevTools Protoco…
|
B 77 3⁄3 | ||||||||
| 20114 |
MCP server for Runframe incident management covering incidents, on-call, postmo…
|
B 77 3⁄3 | ||||||||
| 20115 |
11 tools for AI trading agents: fused crypto signals (10 assets), sentiment, ma…
|
B 77 3⁄3 | ||||||||
| 20116 |
Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite …
|
B 77 3⁄3 | ||||||||
| 20117 |
Amazon catalog auditing tool. 13 quality checks for your listings.
|
B 77 3⁄3 | ||||||||
| 20118 |
Prismer Cloud
|
B 77 3⁄3 | ||||||||
| 20119 |
Security scanner for MCP server configurations. Detects secrets, CVEs, permissi…
|
B 77 3⁄3 | ||||||||
| 20120 |
Access your SimBrief flight plans. 14 tools covering flight summary, weather (M…
|
B 77 3⁄3 | ||||||||
| 20121 |
|
B 77 3⁄3 | ||||||||
| 20122 |
Enables deterministic multi-agent pipelines in VS Code and GitHub Copilot, with…
|
B 77 3⁄3 | ||||||||
| 20123 |
Search 41K+ nonprofits, get impact data, submit enrichments, donate USDC via x4…
|
B 77 3⁄3 | ||||||||
| 20124 |
Provides access to Avanza's public API for real-time Swedish stock quotes, fund…
|
B 77 4⁄4 | ||||||||
| 20125 |
archestra
Claim
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
|
B 77 4⁄3 | ||||||||
| 20126 |
Learning Hub
Claim
AI learning assistant for families. Manages game time rewards based on school g…
|
B 77 4⁄3 | ||||||||
| 20127 |
Reclaim.ai calendar integration with 40 tools for tasks, habits, focus time, sc…
|
B 77 4⁄3 | ||||||||
| 20128 |
Context engineering MCP server — generates CLAUDE.md files via structured codeb…
|
B 77 3⁄3 | ||||||||
| 20129 |
B2B lead generation with 20+ tools including Apollo, Google Maps, email finder,…
|
B 77 4⁄3 | ||||||||
| 20130 |
Financial data for AI agents: SEC filings, price history, insider trades, and m…
|
B 77 3⁄3 | ||||||||
| 20131 |
authbox
Claim
Zero-knowledge password manager with MCP credential gateway. BIP-39 seed phrase…
|
B 77 3⁄3 | ||||||||
| 20132 |
AI-optimized GitHub MCP server: 112 tools, 98% token reduction, compact respons…
|
B 77 4⁄3 | ||||||||
| 20133 |
A proof-of-concept server that enables LLM agents to interact with RSpace API e…
|
B 77 4⁄3 | ||||||||
| 20134 |
aibvf-mcp
Claim
AI BVF: score AI portfolios Stop/Fix/Accelerate with decision confidence and pa…
|
B 77 3⁄3 | ||||||||
| 20135 |
Provides programmatic access to Marqeta's DiVA API for retrieving aggregated fi…
|
B 77 4⁄4 | ||||||||
| 20136 |
Blazing-fast, asynchronous MCP server for seamless filesystem operations.
|
B 77 4⁄3 | ||||||||
| 20137 |
Enables AI systems to securely interact with self-hosted Bitbucket repositories…
|
B 77 4⁄3 | ||||||||
| 20138 |
Manage test cases in TestCollab directly from your AI coding assistant. List, c…
|
B 77 4⁄4 | ||||||||
| 20139 |
MCP server for managing LunchMoney personal finances: transactions, budgets, ca…
|
B 77 4⁄3 | ||||||||
| 20140 |
MCP server that provides disassembly and reverse engineering capabilities via t…
|
B 77 3⁄3 | ||||||||
| 20141 |
Enables interaction with GitHub repositories through the GitHub API, allowing f…
|
B 77 4⁄4 | ||||||||
| 20142 |
Catch MCP server issues before your agents do.
|
B 77 4⁄3 | ||||||||
| 20143 |
pituitary
Claim
Catch spec drift before it catches you. Detect overlap, stale docs, and code dr…
|
B 77 3⁄3 | ||||||||
| 20144 |
Signet MCP Tools
Claim
MCP server exposing Signet cryptographic signing, verification, and content has…
|
B 77 3⁄3 | ||||||||
| 20145 |
This server integrates with The Movie Database (TMDB) API to provide movie info…
|
B 77 4⁄3 | ||||||||
| 20146 |
Model Context Protocol server for CiviCRM — AuthX-first, schema-introspected, w…
|
B 77 3⁄3 | ||||||||
| 20147 |
MCP server for the Registry Broker. Discover, register, and chat with AI agents…
|
B 77 4⁄3 | ||||||||
| 20148 |
Enables Claude to directly create and publish posts on Velog through reverse-en…
|
B 77 3⁄3 | ||||||||
| 20149 |
Enables autonomous web automation through Playwright browser control integrated…
|
B 77 3⁄3 | ||||||||
| 20150 |
MCP server for reading and writing HWP/HWPX (Korean Hangul) documents — built o…
|
B 77 3⁄3 | ||||||||
