MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29651 |
UXBERT Labs headless CMS: model, write and publish bilingual content, media, de…
|
F 34 2⁄5 | ||||||||
| 29652 |
Give your agent your brand's DNA: context, F-VAL validation and on-brand conten…
|
F 34 2⁄5 | ||||||||
| 29653 |
AI-native interface to Milemarker: query AUM & positions, manage advisors, run …
|
F 34 2⁄5 | ||||||||
| 29654 |
Institutional financial data with SEC filing citations, for every AI agent. OAu…
|
F 34 2⁄5 | ||||||||
| 29655 |
Competitive ad intelligence for AI agents: portfolios, ad/content search, analy…
|
F 34 2⁄5 | ||||||||
| 29656 |
Complete read-only backup and export of Xero accounting data as a ZIP plus a ma…
|
F 34 2⁄5 | ||||||||
| 29657 |
LLM Orchestration Agent (Cryptography)
|
F 34 2⁄5 | ||||||||
| 29658 |
wFirma.pl (Polish accounting) via MCP: invoices, contractors, payments, reports…
|
F 34 2⁄5 | ||||||||
| 29659 |
Free buyer-side outcome verification and provider comparison for supplied agent…
|
F 34 2⁄5 | ||||||||
| 29660 |
RabbitMQ + Elasticsearch + MongoDB Stack Generator
|
F 34 2⁄5 | ||||||||
| 29661 |
Property management AI: work orders, vendors, appliances, and triage for Claude…
|
F 34 2⁄5 | ||||||||
| 29662 |
Query your OpsLevel internal developer portal: catalog, maturity data, and tech…
|
F 34 2⁄5 | ||||||||
| 29663 |
Askline shows what ChatGPT says about a brand, then the SEO that feeds it.
|
F 34 2⁄5 | ||||||||
| 29664 |
Market research and competitive intelligence for startup ideas - every finding …
|
F 34 2⁄5 | ||||||||
| 29665 |
Build and manage AI-native customer support agents from Claude or any MCP clien…
|
F 34 2⁄5 | ||||||||
| 29666 |
Preventive human-approval write-gate for AI agents: writes commit only after a …
|
F 34 2⁄5 | ||||||||
| 29667 |
AI-driven daily-focus todo app on your phone (max 3/day). View & add todos from…
|
F 34 2⁄5 | ||||||||
| 29668 |
Create and look after online memorials for people and pets who have died.
|
F 34 2⁄5 | ||||||||
| 29669 |
Fugentic MCP server for mattest4-qyroac
|
F 34 2⁄5 | ||||||||
| 29670 |
Edit video by talking to your AI — search footage, cut timelines, apply effects…
|
F 34 2⁄5 | ||||||||
| 29671 |
Connect Claude to your Shopify store. Edit themes, pages and products by descri…
|
F 34 2⁄5 | ||||||||
| 29672 |
AI agent policy decisions: ALLOW, DENY, APPROVE, ESCALATE. 192 jurisdictions, s…
|
F 34 2⁄5 | ||||||||
| 29673 |
CRM and field service for Dutch installation companies. Configure your whole en…
|
F 34 2⁄5 | ||||||||
| 29674 |
Search SVG metadata and buy licensed commercial SVG exports for coding agents.
|
F 34 2⁄5 | ||||||||
| 29675 |
Podcast search, metadata, chapters, and transcripts for AI agents — from $15/mo
|
F 34 2⁄5 | ||||||||
| 29676 |
POC MCP server. Tool say_hello returns 'Welcome' (agent -> MCP -> API path).
|
F 34 2⁄5 | ||||||||
| 29677 |
Validate, build, and publish the resume you keep as YAML in your own GitHub rep…
|
F 34 2⁄5 | ||||||||
| 29678 |
Multi-Provider Schema Output Agent
|
F 34 2⁄5 | ||||||||
| 29679 |
Structured Output MCP Agent
|
F 34 2⁄5 | ||||||||
| 29680 |
MCP server for TimezoneDB.
|
F 34 2⁄5 | ||||||||
| 29681 |
Run in-person events from your AI: create events, manage tickets, attendees, br…
|
F 34 2⁄5 | ||||||||
| 29682 |
Connect AI agents to the legacy systems LATAM business runs on. Live in Chile: …
|
F 34 2⁄5 | ||||||||
| 29683 |
Exposes tools for querying subscriptions and billing data from the INFO-Subscri…
|
F 34 2⁄5 | ||||||||
| 29684 |
Labor market trend analyzer utilizing advanced NLP semantic parsing.
|
F 34 2⁄5 | ||||||||
| 29685 |
Governed AI agent skills — one library, distributed to devs and exposed to remo…
|
F 34 2⁄5 | ||||||||
| 29686 |
Multi-agent coordination protocol on Solana. Swarm formation, on-chain settleme…
|
F 34 2⁄5 | ||||||||
| 29687 |
Regulatory compliance scanner validating SEC, FTC, and anti-spam rules.
|
F 34 2⁄5 | ||||||||
| 29688 |
Validator incident data for AI agents across Solana, Ethereum, Sui, and Cosmos.
|
F 34 2⁄5 | ||||||||
| 29689 |
Manage your Pollen account: sync, enrich, fix, and publish your store's catalog…
|
F 34 2⁄5 | ||||||||
| 29690 |
Financial and covenant data for public and private credit: statements, cap stac…
|
F 34 2⁄5 | ||||||||
| 29691 |
Search and list latest international news (sources, comments, knowledge graph).
|
F 34 2⁄5 | ||||||||
| 29692 |
Hosted MCP server for inbox health, reporting, and warmup operations.
|
F 34 2⁄5 | ||||||||
| 29693 |
Acoustic sentiment parsing and voice veracity analyzer.
|
F 34 2⁄5 | ||||||||
| 29694 |
Search US colleges and compare historical admissions, costs and aid using publi…
|
F 34 2⁄5 | ||||||||
| 29695 |
Crie épicos, features, histórias e tasks no Azure DevOps a partir de uma conver…
|
F 34 2⁄5 | ||||||||
| 29696 |
Marketing-measurement MCP: dashboards, cross-channel queries, integrations, and…
|
F 34 2⁄5 | ||||||||
| 29697 |
Payment infrastructure for AI agents: spending rules, approval flows, single-us…
|
F 34 2⁄5 | ||||||||
| 29698 |
MCP server giving AI agents one-connection access to supply-chain & logistics d…
|
F 34 2⁄5 | ||||||||
| 29699 |
Transcribe YouTube via Whisper. Summaries, chapters, semantic-search across you…
|
F 34 2⁄5 | ||||||||
| 29700 |
SE Ranking SEO: keywords, backlinks, domains, SERP, audits, rank tracking, AI S…
|
F 34 2⁄5 | ||||||||