MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30101 |
Confirm a US business is real and find who controls it. 32.6M official registry…
|
F 34 2⁄5 | ||||||||
| 30102 |
Gives your coding agent the captured console, network, replay and screenshot ev…
|
F 34 2⁄5 | ||||||||
| 30103 |
Create and run surveys by chatting. Respondents just open a link — no AI, no ac…
|
F 34 2⁄5 | ||||||||
| 30104 |
Free World Cup 2026 prediction game with fixtures, picks, brackets, and leaderb…
|
F 34 2⁄5 | ||||||||
| 30105 |
Email validation for Claude and any MCP client — verdicts with evidence, bulk j…
|
F 34 2⁄5 | ||||||||
| 30106 |
Brazil Macroeconomic and Financial Data AI Platform for AI agents.
|
F 34 2⁄5 | ||||||||
| 30107 |
AI-native Kanban board — connect Claude to claim, work and move your tasks over…
|
F 34 2⁄5 | ||||||||
| 30108 |
Headless API-first double-entry accounting & bookkeeping engine. 84 MCP tools o…
|
F 34 2⁄5 | ||||||||
| 30109 |
Trust-check any dependency for agents: OpenSSF Scorecard, licenses, CVEs, deps.…
|
F 34 2⁄5 | ||||||||
| 30110 |
Run your ecommerce ads from Claude & ChatGPT: Meta, Google, Amazon, Shopify (15…
|
F 34 2⁄5 | ||||||||
| 30111 |
U.S. immigration law research: BIA/AAO/circuit cases, INA/CFR, USCIS policy, cr…
|
F 34 2⁄5 | ||||||||
| 30112 |
Create AI animations and export transparent sprite sheets, alpha video, frames,…
|
F 34 2⁄5 | ||||||||
| 30113 |
Real-time stock quotes, company info, historical prices, and market movers.
|
F 34 2⁄5 | ||||||||
| 30114 |
Read-only access to Namesake's baby name catalog: meaning, origin, pronunciatio…
|
F 34 2⁄5 | ||||||||
| 30115 |
Live sports stats and pre-computed analysis for AI assistants across NBA, MLB, …
|
F 34 2⁄5 | ||||||||
| 30116 |
Build live US power market dashboards in your own Dryos workspace. Sign-in requ…
|
F 34 2⁄5 | ||||||||
| 30117 |
Query your data warehouses, run workflows, and render maps from your CARTO work…
|
F 34 2⁄5 | ||||||||
| 30118 |
Create and publish online forms, read responses and add webhooks on formbuilder…
|
F 34 2⁄5 | ||||||||
| 30119 |
Plan your financial future with AI: track net worth, manage budgets, and foreca…
|
F 34 2⁄5 | ||||||||
| 30120 |
10-sport calendar MCP — football, F1, tennis, cricket, rugby, golf, polo, saili…
|
F 34 2⁄5 | ||||||||
| 30121 |
Create, schedule, and publish on-brand social posts to Instagram, LinkedIn, Tik…
|
F 34 2⁄5 | ||||||||
| 30122 |
Remote data science agents for Snowflake, Databricks & BigQuery in Claude/Curso…
|
F 34 2⁄5 | ||||||||
| 30123 |
Browse and manage files in your Moxt AI workspace from any MCP client.
|
F 34 2⁄5 | ||||||||
| 30124 |
Akshay Shetty's engineering portfolio and resume, queryable by AI. OAuth-secure…
|
F 34 2⁄5 | ||||||||
| 30125 |
把 Agent 为客户生成的方案发布成客户专属的微信/手机可读链接，收回客户看了什么、说了什么，再交回 Agent 改下一版。需授权（OAuth 2.1 或 …
|
F 34 2⁄5 | ||||||||
| 30126 |
Build, test, deploy, and operate Connic agents.
|
F 34 2⁄5 | ||||||||
| 30127 |
Vidé Vita supplements — live prices, stock, label amounts, warnings, reviews an…
|
F 34 2⁄5 | ||||||||
| 30128 |
Trade 16 crypto exchanges + MetaTrader 5 from your AI assistant via one MCP con…
|
F 34 2⁄5 | ||||||||
| 30129 |
MENA commerce integration layer for AI agents: payments, BNPL, logistics, e-com…
|
F 34 2⁄5 | ||||||||
| 30130 |
MinIO + Postgres + Redis Stack Generator
|
F 34 2⁄5 | ||||||||
| 30131 |
US patent status for agents: applications, office actions, owners, PTAB, claims…
|
F 34 2⁄5 | ||||||||
| 30132 |
Search, summarize, and update your RevOrbit CRM (leads, deals, contacts, tasks)…
|
F 34 2⁄5 | ||||||||
| 30133 |
MCP registry: 138k servers crawled, handshake-validated, reliability-scored. 74…
|
F 34 2⁄5 | ||||||||
| 30134 |
Draw your app's architecture on a live canvas and flag the bottlenecks and secu…
|
F 34 2⁄5 | ||||||||
| 30135 |
TikTok Ads automation with AI: analyze performance, manage campaigns, optimize …
|
F 34 2⁄5 | ||||||||
| 30136 |
Cloud-hosted MCP server for secure AI access to enterprise data sources via CDa…
|
F 34 2⁄5 | ||||||||
| 30137 |
Qualitative research platform. Design studies, analyze interviews, and generate…
|
F 34 2⁄5 | ||||||||
| 30138 |
Search rankings, clicks, and indexing for your site — in chat.
|
F 34 2⁄5 | ||||||||
| 30139 |
MCP foncier & urbanisme officiels francais (cadastre, PLU, DVF). LexIA Pro, EDI…
|
F 34 2⁄5 | ||||||||
| 30140 |
Hosted bus for AI agents: lock, events, reject. Publish/apply stay on the sidec…
|
F 34 2⁄5 | ||||||||
| 30141 |
Extension and app analytics across Chrome, Edge, Firefox, Google Play, and the …
|
F 34 2⁄5 | ||||||||
| 30142 |
Route optimization for delivery fleets: plan, edit, and re-optimize multi-stop …
|
F 34 2⁄5 | ||||||||
| 30143 |
1k patient MCP server
|
F 34 2⁄5 | ||||||||
| 30144 |
Schedule and publish to 10 social platforms: LinkedIn, X, Instagram, TikTok, Yo…
|
F 34 2⁄5 | ||||||||
| 30145 |
Decision-assurance for AI agents: an auditable action boundary + receipt before…
|
F 34 2⁄5 | ||||||||
| 30146 |
Staff scheduling — manage staff, shifts, assignments, certifications, and reque…
|
F 34 2⁄5 | ||||||||
| 30147 |
Convert, merge, compress, OCR, redact, and sign PDFs inside your AI assistant. …
|
F 34 2⁄5 | ||||||||
| 30148 |
LLM Observability & Orchestration Agent (LangChain Community)
|
F 34 2⁄5 | ||||||||
| 30149 |
Cross-source news (AP, BBC, NPR, HN, Google News) with topic filtering and dedu…
|
F 34 2⁄5 | ||||||||
| 30150 |
Run an eBay seller account from your AI assistant: orders, listings, stock, fee…
|
F 34 2⁄5 | ||||||||