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.
PreteWorks APIRun by its publisher: served from their own domain, namespace checked by the registry.
@preteworks · External

One key for the document-to-web pipeline: scrape, AI-extract, build & edit PDFs, fill forms.

5% 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.
Lead RecorderRun by its publisher: served from their own domain, namespace checked by the registry.
@leadrecorder · External

Ask where your website leads came from. Phone taps, forms and bookings, with sources.

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.
Growthr SEO + GEO MCPRun by its publisher: served from their own domain, namespace checked by the registry.
@growthr · External

SEO + GEO tools in your AI editor: scan as ChatGPT and Google crawlers see it, fix order, llms.txt.

6% 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.
FetchRelayRun by its publisher: served from their own domain, namespace checked by the registry.
@fetchrelay · External

Extract public webpages as Markdown, map sites, and run bounded crawl jobs. API key required.

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; it needs your API key.The endpoint has not answered since 8 Oct.Free to use.
MCP server: One MCP server.
Alphanume DatasetsRun by its publisher: served from their own domain, namespace checked by the registry.
@alphanume · External

Point-in-time US equity & options data: vol premium, earnings moves, dilution, FDA events, splits

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; you sign in with your account.Free to use.
MCP server: One MCP server.
ToothNote.aiRun by its publisher: served from their own domain, namespace checked by the registry.
@toothnote · External

Read-only dental practice aggregates: patients seen, procedure mix, and letter activity.

6% 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.
Human4AIRun by its publisher: served from their own domain, namespace checked by the registry.
@human4ai · External

Synthetic support cases and owner-reviewed Agent feedback. Anonymous reads; scoped writes.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
MarkfetchRun by its publisher: served from their own domain, namespace checked by the registry.
@adorellc · External

Any web page as clean Markdown for agents. Hosted, no install. Free tier; Pro adds JS rendering.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Perfect WorldRun by its publisher: served from their own domain, namespace checked by the registry.
@everythingisperfect · External

New Mexico local-government records as tools: meetings, packet text, officers, Superfund, reservoirs

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; no sign-in.Free to use.
MCP server: One MCP server.
Woo Revenue Incident Graph
@tytutueh13-sudo · External

Check WooCommerce checkout-change risk using public evidence and privacy-safe store signals.

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; no sign-in.Free to use.
MCP server: One MCP server.
ME Human Capability
@somokpo · External

Human judgment for AI agents: discover capabilities, get quotes, and track paid human tasks.

6% 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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Monk
@labstack · External

MonkQL for stocks and futures: quotes, charts and scans, plus private saved queries.

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.
Earn dataset
@jayjex · External

Static Superteam Earn dataset: 28 listings with full text (2026-09-04). Zero network.

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 a package registry.Free to use.
MCP server: One MCP server.
Excel Semantic Normalizer
@climik · External

Normalizes messy Excel spreadsheets into canonical JSON, mapping any headers to 19 standard fields.

6% 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 MCPB.Free to use.
MCP server: One MCP server.
Birthstar Vedic Astrology MCP
@amarpathak · External

30 Vedic Jyotish tools: natal charts, dashas, yogas, nakshatras. Swiss Ephemeris.

6% 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 7 Oct.Free to use.
MCP server: One MCP server.
RetrainMap ETP programs (U.S. DOL Training Provider Results)
@retrainmap · External

Apify MCP: retrainmap/etp-programs - 70,000+ U.S. WIOA training programs, DOL outcomes and costs

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; it needs your API key.Free to use.
MCP server: One MCP server.
RetrainMap Federal Register documents
@retrainmap · External

Apify MCP: retrainmap/federal-register-documents - Federal Register API, one row per document

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; it needs your API key.Free to use.
MCP server: One MCP server.
CoderbudsRun by its publisher: served from their own domain, namespace checked by the registry.
@coderbuds · External

Your team's shipping standards, org map and delivery metrics, inside your coding agent.

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.
DevMarginRun by its publisher: served from their own domain, namespace checked by the registry.
@devmargin · External

Read-only MCP over your own revenue and net margin across 14 billing rails

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; it needs your API key.Free to use.
MCP server: One MCP server.
OpenHelvetia GatewayRun by its publisher: served from their own domain, namespace checked by the registry.
@openhelvetia · External

Swiss federal law (Fedlex) and political data (LINDAS) for agents, every answer with sources

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Tiago Dados Abertos
@onsbr · External

MCP server que conecta agentes de IA aos dados abertos do ONS (Operador Nacional do Sistema)

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.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
AI2SQLRun by its publisher: served from their own domain, namespace checked by the registry.
@ai2sql · External

Text-to-SQL MCP server: read-only queries on PostgreSQL, MySQL and SQL Server with your real schema

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; you sign in with your account.Free to use.
MCP server: One MCP server.
Cayra Decision IntelligenceRun by its publisher: served from their own domain, namespace checked by the registry.
@cayra · External

Ask questions in plain language, get answers from your business database. No SQL required.

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; you sign in with your account.Free to use.
MCP server: One MCP server.
Plainport
@exportitnow · External

Deterministic web intake and data utilities for autonomous agents.

11% 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 10 Oct.Free to use.

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