Odel

Data & web

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

5,792 servers4,031 publishers9 tags

All of Data & web

By GitHub stars, at most two per publisherRemoteLocal
MCP server: One MCP server.
Naturepedia Canonical DiscoveryRun by its publisher: served from their own domain, namespace checked by the registry.
@robbiegeorgephotography · External

Search and resolve Naturepedia, Robbie's Razor, and GC-MRD-v2.0 canonical resources.

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.
Ticker ScoutRun by its publisher: served from their own domain, namespace checked by the registry.
@tickerscout · External

Agent-native SEC data, 20 tools: statements assembled, any line item, filings synthesized. No key.

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.
Caddie
@mbrionesalvarez · External

Your Garmin golf data in Claude: GPS shots, strokes gained, club distances, health context

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.
AgentstackRun by its publisher: served from their own domain, namespace checked by the registry.
@inity13 · External

Deterministic reasoning stack for AI agents: simulate, decide & compute, plus cross-domain tools.

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.
Dreambooth StudioRun by its publisher: served from their own domain, namespace checked by the registry.
@dreamboothstudio · External

Ask about your Dreambooth Studio photobooths: sessions, revenue, credits, projects, device status.

4% 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.
Churn SolutionRun by its publisher: served from their own domain, namespace checked by the registry.
@churnsolution · External

Query Churn Solution cancellation-flow metrics, revenue, and feedback analytics (read-only).

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.
Fetchmcp
@labtools-studio · External

Drop-in fetch MCP: clean Markdown from any URL, with JS rendering and anti-bot.

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.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
referencesource.org
@joelp22-maker · External

Verified reference data; each record carries its source URL and quote. verify_quote checks claims.

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.
Psquare
@jasonko · External

MCP server for ParentSquare — feeds, calendars, messages, directories, and admin roster tools

Not assessed yet.What it can do is not assessed yet.Runs on your machine, installed from PyPI.Deprecated by the publisher: Renamed: this server is now published as io.github.thehesiod/psquare (PyPI: parentsquare-mcp) The repository is archived.Free to use.
MCP server: One MCP server.
Housecall Pro
@hcpapi · External

Independent MCP server for the Housecall Pro API: jobs, estimates, invoices, price book, schedule.

5% 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 npm.Free to use.
MCP server: One MCP server.
FinanceRateCalc HMDA statistics
@financeratecalc · External

2025 US FHA mortgage record statistics, with a gate that checks AI sentences preserve the evidence

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Umlout
@dmkorj · External

Build Umlout projects: objects with types and fields, relations, and boards that draw them.

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.
Agent EvalRun by its publisher: served from their own domain, namespace checked by the registry.
@rudrendupaul · External

Statistical regression testing for LLM agents: p-value, effect size, and CI on behavior change.

3% 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 PyPI.Free to use.
MCP server: One MCP server.
DeskCertRun by its publisher: served from their own domain, namespace checked by the registry.
@rudrendupaul · External

Evaluates whether an AI agent is safe to operate internal web apps via an MCP run_suite tool.

3% 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 PyPI.Free to use.
MCP server: One MCP server.
cloroRun by its publisher: served from their own domain, namespace checked by the registry.
@cloro · External

Scrape AI answer engines and Google Search/News with country and state-level geo-targeting.

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.Free to use.
MCP server: One MCP server.
UAPDrop Research ArchiveRun by its publisher: served from their own domain, namespace checked by the registry.
@uapdrop · External

Search declassified UAP/UFO government archives, geocoded sightings and cited entity profiles.

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.
focxle — what your AI agents costRun by its publisher: served from their own domain, namespace checked by the registry.
@focxle · External

Ask what your AI agents cost. Per agent, across every vendor, from your editor.

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.Deprecated by the publisher: The Python spend SDK is retired. The platform lives on at com.focxle/afos over MCP.Free to use.
MCP server: One MCP server.
Taiwan Market Open Data (Unofficial)
@taux-io · External

Unofficial. TWSE & TAIFEX open data for AI: stock, ETF & futures snapshots, quotes, 270+ datasets.

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.
Oura
@proscar87 · External

The Oura v2 API as an MCP server. Paginates, fixes the date range, warns when data is missing.

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.
LatAm Fintech Synthetic Data
@jmendozapuche · External

Privacy-safe synthetic financial data for LatAm fintech, AI agents, testing and ML.

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.
Project Little Weirdo
@branpastran · External

Deterministic public-web change observation with evidence-bound commercial interpretation.

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

Browser sessions, checkpoints, rewind, fork, lineage, and lifecycle tools for brawsr.

4% 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 npm.Free to use.
MCP server: One MCP server.
BranderUX MCPRun by its publisher: served from their own domain, namespace checked by the registry.
@branderux · External

One message in, a full agentic application out: website and MCP app, live. Built from any AI client.

10% 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; you sign in with your account.Free to use.
MCP server: One MCP server.
MostExpensiveWatches.netRun by its publisher: served from their own domain, namespace checked by the registry.
@mostexpensivewatches · External

Documented luxury-watch auction records: 1,150+ verified results, prices, rankings and datasets

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.

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