MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 3 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31601 |
Query your own databases and Data Sets with read-only SQL, and build hosted das…
|
F 34 2⁄5 | ||||||||
| 31602 |
Set up and improve your TailorTalk AI sales agent, and analyze your leads and c…
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F 34 2⁄5 | ||||||||
| 31603 |
Crypto tax ledger for Switzerland, Germany and Austria: review, tax figures, so…
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F 34 2⁄5 | ||||||||
| 31604 |
AI virtual staging and architectural rendering: stage rooms, render interiors, …
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F 34 2⁄5 | ||||||||
| 31605 |
Scrape CoinGecko coin prices, market caps, volumes and exchange listings. Pay p…
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F 34 2⁄5 | ||||||||
| 31606 |
Bulk edit Shopify products from an AI agent: search, preview, apply and undo ca…
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F 34 2⁄5 | ||||||||
| 31607 |
Operate confcall.app video/phone rooms, notetaker, recordings, using your own c…
|
F 34 2⁄5 | ||||||||
| 31608 |
US patent status for agents: applications, office actions, owners, PTAB, claims…
|
F 34 2⁄5 | ||||||||
| 31609 |
Connect Claude, Cursor, Codex, and other MCP clients to manage your Cavuno job …
|
F 34 2⁄5 | ||||||||
| 31610 |
U.S. immigration law research: BIA/AAO/circuit cases, INA/CFR, USCIS policy, cr…
|
F 34 2⁄5 | ||||||||
| 31611 |
Plans, deploys, logs, webhooks and API alerts for Shopify apps built on Meridia…
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F 34 2⁄5 | ||||||||
| 31612 |
MCP server unifying ERPs, CRMs, APIs and knowledge base for Claude, ChatGPT and…
|
F 34 2⁄5 | ||||||||
| 31613 |
Read, search, draft, send and schedule email in your company-domain mailboxes o…
|
F 34 2⁄5 | ||||||||
| 31614 |
Social media scheduler your AI agent can drive: plan, publish, inbox, analytics…
|
F 34 2⁄5 | ||||||||
| 31615 |
Agent-native helpdesk where AI agents run support tickets and pay per action in…
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F 34 2⁄5 | ||||||||
| 31616 |
Split songs into vocals, drums, bass, guitar and piano stems, in batches; manag…
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F 34 2⁄5 | ||||||||
| 31617 |
Search for books and book-related products, with access to product and delivery…
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F 34 2⁄5 | ||||||||
| 31618 |
Tailored, graded job applications: a CV, cover letter and form answers built pe…
|
F 34 2⁄5 | ||||||||
| 31619 |
YouTube transcripts, search, channel/playlist listings and upload tracking for …
|
F 34 2⁄5 | ||||||||
| 31620 |
Manage your blog ideas, article schedule, writing runs and draft approvals from…
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F 34 2⁄5 | ||||||||
| 31621 |
Ask about technology spend in plain language, answered from Ternary with your o…
|
F 34 2⁄5 | ||||||||
| 31622 |
Persistent semantic memory storage, associative recall, and recent memory index…
|
F 34 2⁄5 | ||||||||
| 31623 |
AI から使えるクラウドグループウェア Work Handler の MCP サーバー。組織・メンバーの参照、出退勤の共有、タイムカード、承認フロー等を本人の…
|
F 34 2⁄5 | ||||||||
| 31624 |
Manage uivoid projects, tools, keys, hosted databases and teams from your agent.
|
F 34 2⁄5 | ||||||||
| 31625 |
Search photos/videos; manage collections, people and duplicates. Requires paid …
|
F 34 2⁄5 | ||||||||
| 31626 |
Multi-tenant database orchestration: isolated Postgres, MySQL, MongoDB, Redis t…
|
F 34 2⁄5 | ||||||||
| 31627 |
Official 100Hires MCP: AI ATS & Recruitment Software for candidates, jobs, appl…
|
F 34 2⁄5 | ||||||||
| 31628 |
Build prospecting lists from buying signals, enrich them, and run LinkedIn outr…
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F 34 2⁄5 | ||||||||
| 31629 |
AI jewelry photography: retouching, virtual try-on, and product video generatio…
|
F 34 2⁄5 | ||||||||
| 31630 |
Connect your Explore Science account for deep expert review of science, from id…
|
F 34 2⁄5 | ||||||||
| 31631 |
Publish and manage websites on HostingFor.AI: files, DNS, MySQL, SSL and site c…
|
F 34 2⁄5 | ||||||||
| 31632 |
Book a strategy call with Trust Boundary Systems (blockchain, stablecoins, MPC,…
|
F 34 2⁄5 | ||||||||
| 31633 |
Sovereign AI agents for business: answers from company data, each person's perm…
|
F 34 2⁄5 | ||||||||
| 31634 |
Build, test and measure ecommerce pages and stores. Every change waits as a dra…
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F 34 2⁄5 | ||||||||
| 31635 |
Connect your Moodle to AI assistants: courses, content, grading and reports fro…
|
F 34 2⁄5 | ||||||||
| 31636 |
Wallet and payments for AI agents: auto-pay x402 APIs in USDC on XDC, within on…
|
F 34 2⁄5 | ||||||||
| 31637 |
Give AI agents own email inbox, SMS numbers, and workspace accounts to receive …
|
F 34 2⁄5 | ||||||||
| 31638 |
Independent, cross-vendor review of a drafted recommendation, with a reviewer-a…
|
F 34 2⁄5 | ||||||||
| 31639 |
Link infrastructure for developers and AI agents: deep links, attribution, real…
|
F 34 2⁄5 | ||||||||
| 31640 |
Generate AI images and videos from any compatible MCP client.
|
F 34 2⁄5 | ||||||||
| 31641 |
Hire evidence-verified home-service contractors. Confirmed-job reviews only; ra…
|
F 34 2⁄5 | ||||||||
| 31642 |
Manage Chatbase agents, sources, conversations and help-desk tickets.
|
F 34 2⁄5 | ||||||||
| 31643 |
Official statistics from 170+ publishers, resolved from natural language with p…
|
F 34 2⁄5 | ||||||||
| 31644 |
AI UGC videos of your store's products: read a product, write 3 scripts, make t…
|
F 34 2⁄5 | ||||||||
| 31645 |
Forensic accessibility and UI/UX front-end audit tool for web apps.
|
F 34 2⁄5 | ||||||||
| 31646 |
Create and manage checkout pages, event ticketing, forms, customers, payments a…
|
F 34 2⁄5 | ||||||||
| 31647 |
TikTok suggestions, video/image search/details, comments/replies, creators/post…
|
F 34 2⁄5 | ||||||||
| 31648 |
Schedule and publish posts to X, Bluesky, Mastodon, LinkedIn and Reddit from yo…
|
F 34 2⁄5 | ||||||||
| 31649 |
Turn a slide deck into a talk you rehearse out loud: voice-following script, sl…
|
F 34 2⁄5 | ||||||||
| 31650 |
abm.dev — the account-based marketing API for AI agents: Search, Source, Enrich…
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F 34 2⁄5 | ||||||||