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.
Web Fetcher
@vojtisprime11 · External

Turns any web page into clean Markdown, page metadata and classified links for LLMs.

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 npm.Free to use.
MCP server: One MCP server.
RepoContext
@shmindmaster · External

Read-only, commit-pinned repository context for coding agents.

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 npm.Free to use.
MCP server: One MCP server.
phylokit-mcpRun by its publisher: served from their own domain, namespace checked by the registry.
@musharna · External

Phylogenetic inference via IQ-TREE 3 — never returns a topology without its support

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.
Before Users Do
@bhuman-ai · External

Browser-backed QA with evidence and fix-ready reports for coding agents.

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.The repository cannot be reached since 9 Oct.Free to use.
MCP server: One MCP server.
affsetRun by its publisher: served from their own domain, namespace checked by the registry.
@affset · External

Run affset from chat: stats, campaigns, zones, payouts, targeting, and team.

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; you sign in with your account.Free to use.
MCP server: One MCP server.
Truth Bear - GAUGE verifiable signals
@changchinfu · External

Verify official facts with Bitcoin-anchored proof. 180+ signals, x402 pay-per-call.

15% 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.
Red by Big Red Cloud
@bigredcloud · External

Secure MCP access to Big Red Cloud accounting data, workflows, help and training.

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

Customer-voice research: scrape reviews and comments from 30+ sites, find ads, hooks, creators.

13% 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.
Kairos Signal — verifiable DePIN data APIRun by its publisher: served from their own domain, namespace checked by the registry.
@kairossignal · External

DePIN network telemetry with the source, as_of time and an upstream verify URL on every value.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Muffed — verified NFL stats and fantasy contextRun by its publisher: served from their own domain, namespace checked by the registry.
@muffed · External

Verified NFL stats and Sleeper league context. Every figure carries its own source rank.

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.
Instagram Profile MCP Server
@afanasenkoa · External

Instagram profiles for AI agents — followers, similar accounts, keyword and location search.

13% 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.
Perplexity Agent
@zalez · External

Multi-step web research with citations via Perplexity's Agent API. Standard library only.

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.
한국일보 뉴스 (Hankookilbo)Run by its publisher: served from their own domain, namespace checked by the registry.
@hankookilbo · External

Hankookilbo (Korean daily) news metadata: titles, dates, sections, bylines, links, and excerpts.

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

The web capability layer for AI agents: render, extract, DNS, SSL, WHOIS & more via x402.

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.
Deputy WorkforceRun by its publisher: served from their own domain, namespace checked by the registry.
@hyperdrift-io · External

Read-only Deputy coverage, workload, timesheet, availability, and staffing signals.

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 npm.Free to use.
MCP server: One MCP server.
datadifferRun by its publisher: served from their own domain, namespace checked by the registry.
@gauthierpiarrette · External

Read-only table diffs with segment attribution: which slice of your data changed.

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.
Pbix Atlas
@fabienfrfr · External

Bidirectional data lineage graph for Power BI (.pbix) files, from source to display

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

Fetch any web page's HTML, AI-parsed JSON, or Google results via the ScrapeUnblocker anti-bot API

14% 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.
Fudge
@scroobius-pip · External

Build websites that look designed, not generated. Fudge gives AI real websites to study.

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.
Jedanderson CorpusRun by its publisher: served from their own domain, namespace checked by the registry.
@jedanderson432 · External

MCP access to the jedanderson.org corpus — environmental superintelligence and information physics.

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.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
MotionLintRun by its publisher: served from their own domain, namespace checked by the registry.
@bobaba99 · External

Catch bad animations before they ship. Deterministic motion audit + vision-LLM design review.

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.
Hitsteps Analytics and OperationsRun by its publisher: served from their own domain, namespace checked by the registry.
@hitsteps · External

AI access to Hitsteps analytics, live visitors, uptime, goals, alerts, and chats.

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.
André — Analyse électorale françaiseRun by its publisher: served from their own domain, namespace checked by the registry.
@andre · External

Résultats des élections françaises 1999-2026 par bureau de vote, socio-démo INSEE et cartes.

2% 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.
ImejisRun by its publisher: served from their own domain, namespace checked by the registry.
@imejis · External

Generate on-brand images from your AI agent: design, edit, and render templates over MCP.

8% 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.

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