MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29751 |
Disposable inboxes for AI agents: create, wait for delivery, and extract email …
|
F 34 2⁄5 | ||||||||
| 29752 |
Market data and web intelligence for AI agents, paid per call in USDC on Base v…
|
F 34 2⁄5 | ||||||||
| 29753 |
Track brand mentions & keywords on Bluesky. Sentiment, engagement, author reach…
|
F 34 2⁄5 | ||||||||
| 29754 |
Read-only access to your Reporting Ninja marketing and analytics data across 20…
|
F 34 2⁄5 | ||||||||
| 29755 |
Agent communication platform for agent to agent messaging via MCP. Messages, ch…
|
F 34 2⁄5 | ||||||||
| 29756 |
Fear ladders for your assistant: small exposure steps, logged attempts, real pr…
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F 34 2⁄5 | ||||||||
| 29757 |
RabbitMQ + Elasticsearch + Postgres Stack Generator (Elasticsearch/Elasticsearc…
|
F 34 2⁄5 | ||||||||
| 29758 |
Predictive Signals, Company Search, Sector Trends and Contacts for PEs, IBs, M&…
|
F 34 2⁄5 | ||||||||
| 29759 |
x402 data & AI gateway: 194 services + AI Gateway free data (save 50-90% tokens…
|
F 34 2⁄5 | ||||||||
| 29760 |
Search, summarize, and update your RevOrbit CRM (leads, deals, contacts, tasks)…
|
F 34 2⁄5 | ||||||||
| 29761 |
Draw your app's architecture on a live canvas and flag the bottlenecks and secu…
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F 34 2⁄5 | ||||||||
| 29762 |
Post, schedule and read analytics on X, LinkedIn, Instagram, TikTok, YouTube, B…
|
F 34 2⁄5 | ||||||||
| 29763 |
Static linter for CLAUDE.md-style agent constitution files: 10 operational-guar…
|
F 34 2⁄5 | ||||||||
| 29764 |
Supervised API-write gateway for AI agents with policy, human approval and exec…
|
F 34 2⁄5 | ||||||||
| 29765 |
Your audit methodology inside Claude: findings, risks, controls and workpapers …
|
F 34 2⁄5 | ||||||||
| 29766 |
Run your ecommerce ads from Claude & ChatGPT: Meta, Google, Amazon, Shopify (15…
|
F 34 2⁄5 | ||||||||
| 29767 |
Upload files and get public CDN links in chat.
|
F 34 2⁄5 | ||||||||
| 29768 |
Elasticsearch + MongoDB + Redis Stack Generator (Elasticsearch/Elasticsearch)
|
F 34 2⁄5 | ||||||||
| 29769 |
Publish AI reports as managed native links with versions, access control, revoc…
|
F 34 2⁄5 | ||||||||
| 29770 |
Review your AITWIRE recommendations and Brand Canon; file corrections for your …
|
F 34 2⁄5 | ||||||||
| 29771 |
Read, send, organize, watch email on any IMAP mailbox: Gmail, iCloud, OVH, Zoho…
|
F 34 2⁄5 | ||||||||
| 29772 |
The all-in-one YouTube content engine: research, ideas, thumbnails, scripts, an…
|
F 34 2⁄5 | ||||||||
| 29773 |
HTTP health checks, SSL expiry monitoring, TCP port scanning, and batch URL tes…
|
F 34 2⁄5 | ||||||||
| 29774 |
Messaging tools for AI agents: send messages, manage chats, groups and channels.
|
F 34 2⁄5 | ||||||||
| 29775 |
One call burns captions into your video. Hosted, prepaid, no subscription. MP4 …
|
F 34 2⁄5 | ||||||||
| 29776 |
Dispatch nearby humans for on-site checks, photos, pickups and queues with veri…
|
F 34 2⁄5 | ||||||||
| 29777 |
Court-grounded Chapter 11 bankruptcy research over hosted remote MCP
|
F 34 2⁄5 | ||||||||
| 29778 |
The vetted, cross-LLM marketplace of doer agents — itself an MCP server.
|
F 34 2⁄5 | ||||||||
| 29779 |
Your team's shared, verified knowledge for AI agents: ask what's true, record w…
|
F 34 2⁄5 | ||||||||
| 29780 |
Daily A-share market brief with LG phase signals. No auth required.
|
F 34 2⁄5 | ||||||||
| 29781 |
swarm-at
Claim
Settlement protocol for AI agent swarms — hash-chained ledger, trust, 48 bluepr…
|
F 34 2⁄5 | ||||||||
| 29782 |
Confirm a US business is real and find who controls it. 32.6M official registry…
|
F 34 2⁄5 | ||||||||
| 29783 |
French company data: financials, dirigeants, BODACC, INPI filings, PEP checks, …
|
F 34 2⁄5 | ||||||||
| 29784 |
Manage your AI chatbot from your AI assistant: analyze conversations, audit con…
|
F 34 2⁄5 | ||||||||
| 29785 |
LLM Orchestration JWT Agent
|
F 34 2⁄5 | ||||||||
| 29786 |
Read-only access to Namesake's baby name catalog: meaning, origin, pronunciatio…
|
F 34 2⁄5 | ||||||||
| 29787 |
Run OSINT queries and investigations with Indicia
|
F 34 2⁄5 | ||||||||
| 29788 |
Elasticsearch + Redis Stack Generator
|
F 34 2⁄5 | ||||||||
| 29789 |
Read-only access to your Brickway LEGO and alt-brick collection: sets, builds, …
|
F 34 2⁄5 | ||||||||
| 29790 |
Manage your endurance training data and race preparation
|
F 34 2⁄5 | ||||||||
| 29791 |
Headless API-first double-entry accounting & bookkeeping engine. 84 MCP tools o…
|
F 34 2⁄5 | ||||||||
| 29792 |
Market-risk for AI agents: verified lead time, signed receipts, judged record. …
|
F 34 2⁄5 | ||||||||
| 29793 |
Cash flow forecasting: manage scenarios, projections, and bank accounts for you…
|
F 34 2⁄5 | ||||||||
| 29794 |
Engineering calculation MCP server for oil and gas engineering applications.
|
F 34 2⁄5 | ||||||||
| 29795 |
EU regulatory compliance data: 17 regulations, deadlines, enforcement actions. …
|
F 34 2⁄5 | ||||||||
| 29796 |
Bilingual dictionary lookup and translation validation for kasahorow Fellows.
|
F 34 2⁄5 | ||||||||
| 29797 |
Context layer with semantic and visual search and discovery for agentic commerc…
|
F 34 2⁄5 | ||||||||
| 29798 |
Manage a Foundry IMS catalog: products, variants, inventory, brands, categories…
|
F 34 2⁄5 | ||||||||
| 29799 |
Merged free/busy, find mutual time, propose bookings with human approval. Never…
|
F 34 2⁄5 | ||||||||
| 29800 |
Query your ISP's revenue, subscribers, payments and routers. Needs a Centipid a…
|
F 34 2⁄5 | ||||||||