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

Deterministic claim verification with receipts across ~60 domains. No model in the loop.

6% 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.
Vectora
@brunosrz · External

AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.

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.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Golf Coach
@bjornj12 · External

A stats-driven golf coach: Trackman + on-course rounds, turned into a practice plan.

16% 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.
Octoparse MCP ServerRun by its publisher: served from their own domain, namespace checked by the registry.
@octoparse · External

Official Octoparse MCP server for template discovery, cloud tasks, and structured data export.

6% 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; it needs your API key.Free to use.
MCP server: One MCP server.
Engageable Analytics
@engageable · External

Unified analytics MCP server for GA4, Mixpanel, and PostHog.

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.
Crawlora MCPRun by its publisher: served from their own domain, namespace checked by the registry.
@crawlora · External

Hosted MCP: 3631 structured web-data tools across 471 platform groups.

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.The endpoint has not answered since 10 Oct.Free to use.
MCP server: One MCP server.
Stunt DoubleRun by its publisher: served from their own domain, namespace checked by the registry.
@stuntdouble · External

Deploy AI user personas to validate user journeys at scale. Find UX friction before real users do.

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

500+ deterministic tools for AI agents: math, conversion, validation, hashing, encoding, date/time.

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.
Keypup Engineering AnalyticsRun by its publisher: served from their own domain, namespace checked by the registry.
@keypup · External

Generate answers & visualizations from your engineering data to track software development health.

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.
Stealth Agent Browser
@ykshah1309 · External

Stealth Chromium MCP server with hybrid AOM + Set-of-Mark vision and Readability extraction.

16% 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.
Inforcer
@wyre-technology · External

Read-only MCP server for Inforcer M365 baseline governance, plus assessment and report runs.

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 Docker.Free to use.
MCP server: One MCP server.
Token Meter
@whdrnr2583-cmd · External

Local-first dashboard + MCP for Claude Code and Codex token usage. Per-MCP/tool breakdown.

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.
WebLoom
@webloomhq · External

86 tools: drive YOUR real Chrome via CDP + browse/install/publish Threads in chat. webloom.run.

12% 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 MCPB.Free to use.
MCP server: One MCP server.
Playwright Network Chaos
@vola-trebla · External

MCP server that gives AI agents dynamic network chaos control over Playwright browser sessions

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.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Rulemorph MCP Server
@vinhphatfsg · External

MCP server for CSV/JSON data transformation using YAML rules

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

Pirsch Analytics with natural language queries and trend analysis

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.
Vibeads MCP
@vibeads · External

Manage Google Ads from Claude: read metrics, draft campaigns, publish with human approval.

7% 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.
Mimiq: test pages and sign-up flows on simulated people
@victorgulchenko · External

Simulated people test your pages, copy and sign-up flows, and say why they would leave.

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.
Quorel
@var-raphael · External

Turn any public website into a clean, versioned, queryable API — with native MCP support.

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.The endpoint has not answered since 10 Oct.Free to use.
MCP server: One MCP server.
Acta
@tomjwxf · External

Contribute, challenge, verify, and query contestable public records on Veritas Acta.

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.
TactualRun by its publisher: served from their own domain, namespace checked by the registry.
@tactual-dev · External

Screen-reader navigation cost analyzer. Scores AT user effort to find, reach, and operate content.

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

Open-source, privacy-first web analytics for tracking your sites' traffic.

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.
Human Survey
@sunsiyuan · External

Self-reported attribution: which channel and which creator your users first heard you from.

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.
Stillos NotaryRun by its publisher: served from their own domain, namespace checked by the registry.
@stillmarcus24 · External

Attestation infrastructure for the agentic economy: signed, independently verifiable verdicts.

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.

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