MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29851 |
Provision and manage a ClaraConverts AI conversion-agent widget: pricing, trial…
|
F 34 2⁄5 | ||||||||
| 29852 |
Confidential compute and inference sold to agents over x402 USDC, plus an agent…
|
F 34 2⁄5 | ||||||||
| 29853 |
Your team's shipping standards, org map and delivery metrics, inside your codin…
|
F 34 2⁄5 | ||||||||
| 29854 |
LLM Orchestration Observability Agent
|
F 34 2⁄5 | ||||||||
| 29855 |
Market data and web intelligence for AI agents, paid per call in USDC on Base v…
|
F 34 2⁄5 | ||||||||
| 29856 |
French AI marketing intelligence: creators, brands, social listening — 158 MCP …
|
F 34 2⁄5 | ||||||||
| 29857 |
Authenticated LLM Agent
|
F 34 2⁄5 | ||||||||
| 29858 |
Read-only dental practice aggregates: patients seen, procedure mix, and letter …
|
F 34 2⁄5 | ||||||||
| 29859 |
Generate AI images and videos from any compatible MCP client.
|
F 34 2⁄5 | ||||||||
| 29860 |
Read-only MCP access to a documented IT fleet: state, changes, posture. 15 tool…
|
F 34 2⁄5 | ||||||||
| 29861 |
Auth Token MCP Service
|
F 34 2⁄5 | ||||||||
| 29862 |
Crawl, scrape, search the web, and automate browsers at scale with anti-bot byp…
|
F 34 2⁄5 | ||||||||
| 29863 |
GrapeCity Software MCP for GcExcel docs, examples, and product assistance.
|
F 34 2⁄5 | ||||||||
| 29864 |
Open demo shop: search products, place a 0.05 CHF order, create a PostFinance p…
|
F 34 2⁄5 | ||||||||
| 29865 |
Trainable non-fiction writing voice, presets, and an anti-AI-tells audit for Cl…
|
F 34 2⁄5 | ||||||||
| 29866 |
Bzigo smart trap: device status, detections, health, firmware and simulations v…
|
F 34 2⁄5 | ||||||||
| 29867 |
Read-only MCP: free OpenAI security evidence ledger (55 fields) + SaaSDossier r…
|
F 34 2⁄5 | ||||||||
| 29868 |
Vet any MCP server before you depend on it: live health from GitHub, npm and Py…
|
F 34 2⁄5 | ||||||||
| 29869 |
13 diligence tools: SEC, LEI, VAT, state+UK registries, courts, federal awards/…
|
F 34 2⁄5 | ||||||||
| 29870 |
PPC advertisement budget auditor grading ad group metrics.
|
F 34 2⁄5 | ||||||||
| 29871 |
Homeowner's AI: view & update appliances, warranties, documents & maintenance f…
|
F 34 2⁄5 | ||||||||
| 29872 |
Live chess tournament results and up-to-date player ratings in chat.
|
F 34 2⁄5 | ||||||||
| 29873 |
hot search、video/image/user/product search/details、comments/replies、用户资料/作品/短剧、…
|
F 34 2⁄5 | ||||||||
| 29874 |
OAuth access to owned products, lead search, parcel search, and stored property…
|
F 34 2⁄5 | ||||||||
| 29875 |
Publish a browser game on YouGame: the build rules, the leaderboard SDK, pre-up…
|
F 34 2⁄5 | ||||||||
| 29876 |
Our MCP Server connects AI workflows to current, curated cyber threat intellige…
|
F 34 2⁄5 | ||||||||
| 29877 |
Pay-per-call web, SEO, DNS, and network tools via the x402 protocol.
|
F 34 2⁄5 | ||||||||
| 29878 |
AI-native platform: cybernetic freight agents transact, verify, find services. …
|
F 34 2⁄5 | ||||||||
| 29879 |
Create and publish online forms, read responses and add webhooks on formbuilder…
|
F 34 2⁄5 | ||||||||
| 29880 |
Ask your Rent Manager portfolio anything: live, read-only financials, rent roll…
|
F 34 2⁄5 | ||||||||
| 29881 |
AI image and video generation, talking avatars, consistent characters and photo…
|
F 34 2⁄5 | ||||||||
| 29882 |
Handwritten iPad journal your AI can read and write tasks back to, over MCP.
|
F 34 2⁄5 | ||||||||
| 29883 |
Cloud-hosted MCP server for secure AI access to enterprise data sources via CDa…
|
F 34 2⁄5 | ||||||||
| 29884 |
Aggregated India property data: 99acres, MagicBricks, NoBroker, Housing.com. Re…
|
F 34 2⁄5 | ||||||||
| 29885 |
Supervised API-write gateway for AI agents with policy, human approval and exec…
|
F 34 2⁄5 | ||||||||
| 29886 |
AI search visibility: brand mentions, citations, rankings, competitors and top …
|
F 34 2⁄5 | ||||||||
| 29887 |
Google Sign-In LangChain Agent
|
F 34 2⁄5 | ||||||||
| 29888 |
LangSmith-Traced LLM Orchestration Agent
|
F 34 2⁄5 | ||||||||
| 29889 |
Cross-platform social media intelligence. Trend volume and growth signals. Free…
|
F 34 2⁄5 | ||||||||
| 29890 |
Cash flow forecasting: manage scenarios, projections, and bank accounts for you…
|
F 34 2⁄5 | ||||||||
| 29891 |
The first MCP governed by ICA. Every action is gated and sealed with a verifiab…
|
F 34 2⁄5 | ||||||||
| 29892 |
Manage brainCloud apps, cloud code, hooks and servers; API lookups to help gene…
|
F 34 2⁄5 | ||||||||
| 29893 |
Manage your Pollen account: sync, enrich, fix, and publish your store's catalog…
|
F 34 2⁄5 | ||||||||
| 29894 |
Financial and covenant data for public and private credit: statements, cap stac…
|
F 34 2⁄5 | ||||||||
| 29895 |
Search and list latest international news (sources, comments, knowledge graph).
|
F 34 2⁄5 | ||||||||
| 29896 |
Hosted MCP server for inbox health, reporting, and warmup operations.
|
F 34 2⁄5 | ||||||||
| 29897 |
Acoustic sentiment parsing and voice veracity analyzer.
|
F 34 2⁄5 | ||||||||
| 29898 |
Search US colleges and compare historical admissions, costs and aid using publi…
|
F 34 2⁄5 | ||||||||
| 29899 |
Crie épicos, features, histórias e tasks no Azure DevOps a partir de uma conver…
|
F 34 2⁄5 | ||||||||
| 29900 |
Payment infrastructure for AI agents: spending rules, approval flows, single-us…
|
F 34 2⁄5 | ||||||||