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.
Ci1t
@collapseindex · External

CI-1T prediction stability engine. Detect ghosts, evaluate drift, monitor fleets. 20 tools.

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.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Katzilla
@codeislaw101 · External

300+ free public & government data sources behind one API key, for AI agents.

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.
Context Relay
@chughes113 · External

Compact, citation-verifiable public web context for AI agents, paid per use with x402.

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; no sign-in.Free to use.
MCP server: One MCP server.
Drivara
@bsrishi · External

Read-only access to your Drivara fleet — jobs, drivers, vehicles, fuel, profit & analytics.

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.
River Water Watch
@brandempire · External

Score a river cruise date against daily water levels on the Rhine, Danube, Elbe and Seine.

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

Pull churn from Stripe, Postgres, MySQL, or pasted feedback. AI-ranked drivers + fixes.

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.
Conduit
@bkauto3 · External

Headless browser with SHA-256 audit trails and Ed25519-signed proof bundles for AI agents.

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 PyPI.Free to use.
MCP server: One MCP server.
Munition
@benjammartin · External

Web search, page reading, HTML to PDF, file upload and flight search for AI agents, paid in USDC.

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

Statistical crosstab analysis: chi-square, Fisher's exact, odds ratio, effect sizes

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.
Penny Search
@ayoubsalem-spec · External

Low-cost live web search for current facts, news, research, docs, and web grounding 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.
OneLens
@astuto-ai · External

Query OneLens cloud-cost data in natural language: breakdowns, trends, cost centers. Read-only.

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.
Neo X402
@atakanelik34 · External

8-tool AI web intelligence suite: search, scrape, screenshot, SEO, docs, crypto, code.

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.The endpoint has not answered since 10 Oct.Free to use.
MCP server: One MCP server.
PAYNE Commercial Truth & Machine Revenue Exchange
@apayne1987-droid · External

Verify live jobs/RFPs, deadlines, eligibility, terms changes, and Base/web data via x402.

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.Free to use.
MCP server: One MCP server.
JuriBase
@andersongadelhaadv-cmyk · External

Busca e verifica jurisprudência brasileira real (+400 mil julgados) — anti-alucinação para IA.

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.
World Resolver
@ajithisaac · External

Resolve real-world capability gaps: validate native MCPs, search the web, and record unmet demand.

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; no sign-in.Free to use.
MCP server: One MCP server.
Kachink
@ahmadsl · External

Personal finance tracker — log transactions, view summaries, and browse a dashboard

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.
Pagent
@aihumin · External

Hosted MCP for Pagent: review Bayesian A/B tests, capture hypotheses, manage websites via OAuth.

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.
Mintqa
@adamgusky · External

MCP server for Mint — AI-powered QA that runs your app in a real browser on every PR.

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.Free to use.
MCP server: One MCP server.
Salesforce Marketing
@zleventer · External

MCP server for Salesforce — 47 tools for leads, campaigns, pipeline, attribution, and reporting.

18% 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.
EU food regulatory
@zuhcya · External

EU food regulatory data: additives (E-numbers), allergens, nutrition references.

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.
Kaito Query Service
@thesandemon · External

AI LLM with Gemini, MiniMax, Replicate, OpenRouter. Vision, search, code review. USDC on Base.

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.The endpoint has not answered since 9 Oct.Free to use.
MCP server: One MCP server.
Payx Tavily Search
@swathi-muralisrinivasan · External

FastMCP server for Tavily search API with web search and content extraction

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.Runs on your machine, installed from a package registry.Free to use.
MCP server: One MCP server.
Fundamentals MCP
@simontarara62 · External

Unofficial read-only MCP for fundamentals, macro & news (EDGAR + FRED + Tavily, BYO-key).

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.
Nova Scotia Data Explorer
@sevask · External

Query and explore Nova Scotia open datasets via the Socrata SODA API.

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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