Odel

Data & web

Search and scrape the web, drive a browser, and query, chart and analyse data.

5,873 servers4,097 publishers9 tags

All of Data & web

By GitHub stars, at most two per publisherRemoteLocal
MCP server: One MCP server.
PageboltRun by its publisher: served from their own domain, namespace checked by the registry.
@custodia-admin · External

Screenshots, PDFs, OG images, page inspection, and narrated video recording for Claude and Cursor.

5% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
SmolanalyticsRun by its publisher: served from their own domain, namespace checked by the registry.
@arjun0606 · External

End-to-end tests from one sentence: an agent drives a real browser, and passing runs replay free.

4% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.Free to use.
MCP server: One MCP server.
Sniff
@aboudjem · External

QA + a11y scanner: walks your running app's real user flows and reports what's broken.

5% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.Free to use.
MCP server: One MCP server.
FourARun by its publisher: served from their own domain, namespace checked by the registry.
@foura · External

Reliable web access for AI agents: smart HTTP, rotating proxies, and full-browser rendering.

8% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Outscraper MCP ServerRun by its publisher: served from their own domain, namespace checked by the registry.
@outscraper · External

Outscraper MCP business discovery, Maps intelligence, enrichment, reviews, and contact data.

8% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; it needs your API key.Free to use.
MCP server: One MCP server.
Meyhem — MCP Server Discovery & Agent Search
@c5huracan · External

Discover 6,700+ MCP servers and 15,000+ OpenClaw skills. Agent-native search with outcome ranking.

9% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.The endpoint has not answered since 13 Oct.Free to use.
MCP server: One MCP server.
CompanyscopeRun by its publisher: served from their own domain, namespace checked by the registry.
@stewyboy1990 · External

11 company intelligence tools — financials, tech stack, competitors, patents, jobs, news. Free.

10% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.Deprecated by the publisher: Project sunset 2026-04-24 — see github.com/Stewyboy1990/companyscope-mcp The endpoint has not answered since 9 Oct. The repository is archived.Free to use.
MCP server: One MCP server.
Fonto Docs
@drrataplan · External

Fonto (FontoXML) documentation for AI tools. Converts DITA XML to Markdown on demand.

2% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Lune ResearchRun by its publisher: served from their own domain, namespace checked by the registry.
@luneresearch · External

Search peer-reviewed papers and research methodology guidance from your AI agent.

5% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
AInotateRun by its publisher: served from their own domain, namespace checked by the registry.
@dontpayfull · External

Annotated screenshots for AI agents: steps, Skitch-style arrows, boxes, labels, solid redaction.

3% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Korea Tax Law
@upstageai · External

Korea tax law: NTS rulings, court/tribunal decisions, basic rules, treaties, point-in-time statutes

3% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
SnapRenderRun by its publisher: served from their own domain, namespace checked by the registry.
@snap-render · External

Give AI agents eyes: screenshot any URL as PNG, JPEG, WebP or PDF, or read it as markdown.

7% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
Google E-commerce (GA4, Search Console, Merchant Center)
@mooneyes · External

Read-only GA4, Search Console, Merchant Center, Tag Manager, Indexing and PageSpeed for shops.

4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
AppMetrica
@pavellunev · External

AppMetrica (Yandex) analytics: reports, funnels, segments, dashboards, logs export, push

Not assessed yet.What it can do is not assessed yet.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Trackly CLI
@kevinastuhuaman · External

Job tracking CLI + MCP server for AI agents. 99K+ jobs, 775+ companies.

Not assessed yet.What it can do is not assessed yet.Runs on your machine, installed from npm.Deprecated by the publisher: Renamed to io.github.trackly-app/trackly on 2026-05-13 after GitHub org migration. New installs should use the new namespace. Existing installs continue working — same npm package 'trackly-cli'. See https://github.com/trackly-app/trackly-cli for the new home.Free to use.
MCP server: One MCP server.
SAP SuccessFactors
@wudaoyou · External

SAP SuccessFactors OData and Compound Employee queries with PII tokenization for AI agents.

Not assessed yet.What it can do is not assessed yet.Runs on your machine, installed from Docker.Free to use.
MCP server: One MCP server.
MateMCP
@vrassouli · External

Your agent hit a limit? Keep working. MateMCP securely connects AI chats to your computer via MCP.

Not assessed yet.What it can do is not assessed yet.Runs on your machine, installed from a package registry.Free to use.
MCP server: One MCP server.
Canonic
@mischuh · External

The Open Context Layer for Data Agents

Not assessed yet.What it can do is not assessed yet.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
publicdata.auRun by its publisher: served from their own domain, namespace checked by the registry.
@publicdata · External

Search, filter, count and sum Australian government open data, with every version kept.

3% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Web2md
@astra-intelligence · External

Convert any URL to clean Markdown. Free tier: 10/day. Unlimited via Gumroad license.

12% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Web2MD MCP Server
@astra-intelligence · External

Convert any public URL to clean, readable Markdown for AI agents. Strips ads, navigation, and boi...

19% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.Free to use.
MCP server: One MCP server.
Screen BrowserRun by its publisher: served from their own domain, namespace checked by the registry.
@screenbrowser · External

Narrated demo and tutorial videos of your web app, from a guide or your coding agent.

7% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
Zoom Revenue Accelerator
@zoom · External

Zoom Revenue Accelerator server for sales insights, conversations, and deal intelligence.

8% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
Genomics MCP
@rewire-bio · External

Bounded genomic data from archives and indexed files, with versioned reference evidence.

4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.Free to use.

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