MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19301 |
markcrawl
Claim
Crawl websites into clean Markdown, search pages, and extract structured data w…
|
A 85 3⁄3 | ||||||||
| 19302 |
Synapse indexes C# codebases into a FalkorDB-backed graph to provide deep struc…
|
A 85 3⁄3 | ||||||||
| 19303 |
Open-source AWS security scanner with attack chain detection, breach cost estim…
|
A 85 3⁄3 | ||||||||
| 19304 |
Provides access to Fellow.ai meeting data including transcripts, summaries, act…
|
A 85 3⁄3 | ||||||||
| 19305 |
aiseo-audit
Claim
Audit web pages for AI search readiness (ChatGPT, Claude, Perplexity, Gemini).
|
A 85 3⁄3 | ||||||||
| 19306 |
|
A 85 3⁄3 | ||||||||
| 19307 |
MCP instruction indexing server with search, CRUD, validation, and cross-repo k…
|
A 85 3⁄3 | ||||||||
| 19308 |
agent-audit-trail
Claim
MCP server providing immutable audit logging, policy enforcement, and complianc…
|
A 85 3⁄3 | ||||||||
| 19309 |
API intelligence for AI coding agents. 387 APIs scored on agent-friendliness wi…
|
A 85 3⁄3 | ||||||||
| 19310 |
samyama-graph
Claim
Graph-vector database that queried 1 billion edges for $2.50. Rust, OpenCypher,…
|
A 85 3⁄3 | ||||||||
| 19311 |
safe-omada-mcp
Claim
Security-focused MCP server for TP-Link Omada Open API workflows, enabling netw…
|
A 85 3⁄3 | ||||||||
| 19312 |
Connects AI coding agents to the SkillFlow marketplace to search, discover, and…
|
A 85 3⁄3 | ||||||||
| 19313 |
Transforms HTML into Figma designs using only the user’s design system, ensurin…
|
A 85 3⁄3 | ||||||||
| 19314 |
Enables AI assistants to read, create, and modify SAP BW/4HANA modeling objects…
|
A 85 3⁄3 | ||||||||
| 19315 |
Enables Claude Desktop to interact with 57 AWS services using over 200 tools an…
|
A 85 3⁄3 | ||||||||
| 19316 |
|
A 85 3⁄3 | ||||||||
| 19317 |
An MCP server that provides AI-powered code review and architecture analysis, s…
|
A 85 3⁄3 | ||||||||
| 19318 |
Enables AI assistants to query SDTM annotations from annotated CRF PDFs.
|
A 85 3⁄3 | ||||||||
| 19319 |
RIPE Atlas network measurements — ping, traceroute, DNS, TLS, HTTP, NTP, and pr…
|
A 85 3⁄3 | ||||||||
| 19320 |
An MCP server for running Playwright tests and reading structured results, fail…
|
A 85 3⁄3 | ||||||||
| 19321 |
Enables real-time transcription and heuristic vocal stress analysis of live fin…
|
A 85 3⁄3 | ||||||||
| 19322 |
Connect Claude to Calendly — schedule meetings, check availability, manage even…
|
A 85 3⁄3 | ||||||||
| 19323 |
Verify and repair BibTeX references with DOI-first MCP tools.
|
A 85 3⁄3 | ||||||||
| 19324 |
Programmatic Tableau workbook (.twb/.twbx) generation — 47 MCP tools for charts…
|
A 85 3⁄3 | ||||||||
| 19325 |
PCI DSS v4.0.1 static-analysis MCP server for Go payment codebases. 12 scanners…
|
A 85 3⁄3 | ||||||||
| 19326 |
MCP server for Google Tag Manager and GA4, enabling tag management, consent aud…
|
A 85 3⁄3 | ||||||||
| 19327 |
Personal finance calculations across 7 countries (US, UK, CA, AU, AE, SA, India…
|
A 85 3⁄3 | ||||||||
| 19328 |
Google Analytics 4 MCP: reports, realtime data, custom dimensions, data streams.
|
A 85 3⁄3 | ||||||||
| 19329 |
MCP server for Synology NAS — browse files, monitor health, and automate operat…
|
A 85 3⁄3 | ||||||||
| 19330 |
Persistent knowledge system with OWL-RL reasoning and 22 MCP tools. Local-first.
|
A 85 3⁄3 | ||||||||
| 19331 |
Provides structured thinking with step-by-step reasoning and steel-manning veri…
|
A 85 3⁄3 | ||||||||
| 19332 |
Persistent memory and session intelligence for Claude Code. Auto-tracks mistake…
|
A 85 3⁄3 | ||||||||
| 19333 |
Enables AI agents to fully control Android devices through over 30 tools for ap…
|
A 85 3⁄3 | ||||||||
| 19334 |
Figma workspace management CLI. 85 commands for seats, teams, permissions, and …
|
A 85 3⁄3 | ||||||||
| 19335 |
Developer-focused MCP server for code analysis, JSON repair, encoding fixes, an…
|
A 85 3⁄3 | ||||||||
| 19336 |
claude-linux-mcp
Claim
Give Claude Desktop full desktop control on Linux/X11: screenshot, mouse, keybo…
|
A 85 3⁄3 | ||||||||
| 19337 |
gomcp
Claim
A Gin-like framework for building MCP servers in Go. Struct-tag auto schema, mi…
|
A 85 3⁄3 | ||||||||
| 19338 |
claude-terminal-mcp
Claim
Terminal, filesystem, and background-job tools for Claude Desktop on Linux/macO…
|
A 85 3⁄3 | ||||||||
| 19339 |
SSH Linux metrics, baselines, anomaly detection, and plain-English infrastructu…
|
A 85 3⁄3 | ||||||||
| 19340 |
Professional Proton Mail management with 20+ tools, advanced analytics, and sea…
|
A 85 3⁄3 | ||||||||
| 19341 |
Cost and expense tracking for solo entrepreneurs, with local-first SQLite stora…
|
A 85 3⁄3 | ||||||||
| 19342 |
MCP proxy adding security scanning, behavioral profiling, risk gating, and safe…
|
A 85 3⁄3 | ||||||||
| 19343 |
AI lead qualification: ICP filter, 0-100 scoring, Hunter.io enrichment, HubSpot…
|
A 85 3⁄3 | ||||||||
| 19344 |
Google Search Console MCP: search analytics, URL inspection, site management.
|
A 85 3⁄3 | ||||||||
| 19345 |
MCP server that connects AI assistants like Claude to WHOOP health data, enabli…
|
A 85 3⁄3 | ||||||||
| 19346 |
Marketplace of paid HTTP APIs. USDC micropayments via x402 on Base. Non-custodi…
|
B 84 3⁄3 | ||||||||
| 19347 |
github-webhook-mcp
Claim
MCP server bridging GitHub webhooks via Cloudflare Worker for real-time event s…
|
B 84 3⁄3 | ||||||||
| 19348 |
Comprehensive local filesystem MCP server with file management, process control…
|
B 84 3⁄3 | ||||||||
| 19349 |
claude-rocm-mcp
Claim
Read-only AMD GPU monitoring for Claude on Linux — VRAM, temperature, clocks, p…
|
B 84 3⁄3 | ||||||||
| 19350 |
Smart memory with exponential decay. Memories strengthen on access and fade whe…
|
B 84 3⁄3 | ||||||||