MCP Server Quality Scores
Independent quality analysis of 66913 public MCP servers
Last updated 3 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 1 |
An MCP server that provides persistent multimodal context storage for LLM agent…
|
D 48 4⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 2 |
Search-only commerce MCP server backed by Stripe (test)
|
F 16 3⁄5 | ||||||||
| ◉ Complete Scores | ||||||||||
| 3 |
MCP server for Apple Store Connect API integration with OAuth authentication su…
|
C 58 6⁄4 | ||||||||
| 4 |
SQL analytics and data engineering for AI Assistants and IDEs
|
F 25 5⁄5 | ||||||||
| 5 |
The official MCP Server for the Mux API
|
D 53 6⁄6 | ||||||||
| 6 |
Spawn Claude Code instances from 6 platforms when 'Dear Claude' is mentioned.
|
F 25 5⁄4 | ||||||||
| ◎ Verified Scores | ||||||||||
| 7 |
AI-native calendar middleware for scheduling, availability, and conflict-free b…
|
C 55 4⁄4 | ||||||||
| ◔ Limited Scores | ||||||||||
| 8 |
Monitor websites, APIs and services with 44 tools across 22 protocols
|
F 27 2⁄5 | ||||||||
| 9 |
Classify data safety before storing or sharing. GDPR, HIPAA, PCI-DSS, CCPA. AI-…
|
F 18 3⁄5 | ||||||||
| ◉ Complete Scores | ||||||||||
| 10 |
Reputation and trust scoring service for AI agents, exposed as an MCP server. E…
|
B 75 6⁄6 | ||||||||
| ◎ Verified Scores | ||||||||||
| 11 |
AI URL safety validator: SAFE/SUSPICIOUS/DANGEROUS verdict, trust score, threat…
|
D 40 5⁄5 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 12 |
A Snowflake MCP server — SQL queries, schema exploration, and data insights for…
|
B 74 3⁄3 | ||||||||
| ◎ Verified Scores | ||||||||||
| 13 |
Server security auditing and hardening toolkit. 413 security checks across 29 c…
|
D 50 4⁄4 | ||||||||
| 14 |
TRON energy exchange for AI agents. 54 tools, 30 prompts, 21 resources. A2A + A…
|
D 42 4⁄4 | ||||||||
| ◔ Limited Scores | ||||||||||
| 15 |
Autopilot AI orchestration — auto-plan, parallelize, self-heal, and route acros…
|
F 27 2⁄5 | ||||||||
| ◎ Verified Scores | ||||||||||
| 16 |
Hosted MCP server for LLM cost estimation, model comparison, and budget-aware r…
|
F 39 5⁄5 | ||||||||
| ◔ Limited Scores | ||||||||||
| 17 |
Privacy-first website analytics MCP server for ezStats with analytics, SEO, goa…
|
F 18 3⁄5 | ||||||||
| 18 |
MCP server (stdio): check if URLs are alive (status, redirects, latency) via th…
|
F 18 3⁄5 | ||||||||
| 19 |
Validate, extract, repair and generate French Factur-X / EN16931 invoices via A…
|
F 18 3⁄5 | ||||||||
| 20 |
Singapore business directory. Search companies, UENs, and SSIC industry classif…
|
B 76 3⁄5 | ||||||||
| 21 |
MCP server (stdio): repair broken/malformed JSON via the AgentForge API
|
F 18 3⁄5 | ||||||||
| 22 |
Evidence-first naming: briefs, sprints, exact domain checks, finalist research.…
|
F 28 2⁄5 | ||||||||
| 23 |
Publish HTML or Markdown from any MCP client to a live, shareable URL on htmldr…
|
B 74 2⁄5 | ||||||||
| 24 |
Connect AI assistants to zeroheight styleguides using the Model Context Protocol
|
F 18 3⁄5 | ||||||||
| 25 |
MCP server (stdio): fetch web pages as clean readable markdown via the AgentFor…
|
F 18 3⁄5 | ||||||||
| 26 |
US Rx price comparison + foreign-brand US-equivalent lookup. Observed prices, r…
|
B 78 3⁄5 | ||||||||
| 27 |
Transcribe audio & video: diarization, timed SRT/VTT, podcasts, paste-a-link, w…
|
F 22 3⁄5 | ||||||||
| 28 |
Give AI agents a phone: outbound AI calls that return a summary, transcript, an…
|
F 18 3⁄5 | ||||||||
| 29 |
Read and write your Caliu notes from any MCP client: search, create, tag, remin…
|
F 28 2⁄5 | ||||||||
| 30 |
MCP server (stdio): validate JSON against JSON Schema (draft-07 / 2020-12) via …
|
F 18 3⁄5 | ||||||||
| 31 |
Checkouts that sell: order bumps, one-click upsells, and email follow-up on you…
|
F 28 2⁄5 | ||||||||
| 32 |
Read-only MCP access to your DEXUN AdWhiz account: ad accounts, AI recommendati…
|
F 28 2⁄5 | ||||||||
| 33 |
MCP server (stdio): lint OpenAPI specs with Spectral via the AgentForge API
|
F 18 3⁄5 | ||||||||
| 34 |
AI agent recruiting: talent pool match, reference checks, credit packs via Stri…
|
F 28 2⁄5 | ||||||||
| 35 |
Visual website feedback your coding agent applies: pin change requests on the l…
|
B 78 2⁄5 | ||||||||
| 36 |
Give an agent its own inbox: send, receive, and pull signup codes from real ema…
|
B 74 2⁄5 | ||||||||
| 37 |
Real-time CVE, exploit, and vulnerability intelligence for AI assistants (350K+…
|
F 18 3⁄5 | ||||||||
| 38 |
Financial reasoning infrastructure for AI agents: typed models, deterministic c…
|
F 18 3⁄5 | ||||||||
| 39 |
Generate game-ready 3D models, textures, and audio from natural language, over …
|
F 28 2⁄5 | ||||||||
| 40 |
Connect any two APIs and keep them in sync — 48 MCP tools with shadow previews …
|
F 28 2⁄5 | ||||||||
| 41 |
Enrich first-party lists with live intent, activity, and inbox signals for mark…
|
F 28 2⁄5 | ||||||||
| 42 |
EN 16931: validate invoice data or a UBL/CII file, emit UBL or CII XML. XRechnu…
|
B 78 2⁄5 | ||||||||
| 43 |
Durable, versioned memory for AI assistants. Remote memory needs a Pastepile su…
|
F 28 2⁄5 | ||||||||
| ◉ Complete Scores | ||||||||||
| 44 |
Access Dynatrace observability data: logs, metrics, problems, vulnerabilities v…
|
F 25 6⁄6 | ||||||||
| ◔ Limited Scores | ||||||||||
| 45 |
AI-native digital asset management: semantic search, generative image edits, an…
|
F 28 2⁄5 | ||||||||
| 46 |
Freelance business manager — clients, proposals, invoices, time tracking, scope…
|
F 28 2⁄5 | ||||||||
| 47 |
Geekflare MCP server for scraping, search, screenshots, broken links, DNS looku…
|
B 73 3⁄5 | ||||||||
| 48 |
Payments data, revenue workflows, and merchant-application guidance for AI agen…
|
B 76 2⁄5 | ||||||||
| 49 |
Read-only MCP for identity resolution and write guardrails.
|
F 18 3⁄5 | ||||||||
| 50 |
Create and manage Templated email templates from any MCP client - bring your ow…
|
F 18 3⁄5 | ||||||||