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.
Real Dental Costs
@tresor4k · External

Sourced US and Canadian dental prices, Medicaid and Medicare dental rules, treatment-plan checker.

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.
Warm
@jasonstockman · External

Context and automation MCP server for Warm financial data and approved write operations.

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 npm.The repository is archived.Free to use.
MCP server: One MCP server.
Shopify Theme Inspector
@dragnoir · External

Profile Shopify Liquid performance, find slow theme code, and explain fixes in plain language.

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.
Monthsleft
@docracy1 · External

SaaS runway calculator (MRR growth vs churn), breakeven, burn multiple. Free MCP connector.

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.
Runwayleft
@docracy1 · External

Cash runway, breakeven, and burn multiple calculator. Free, no login. MCP connector.

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.
ResultRail by LarryBuildsAI
@larrylemonbot · External

Five-to-twelve-cent source-attributed public URL and domain result packs for AI 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; no sign-in.Free to use.
MCP server: One MCP server.
ClassQuill
@equateitau · External

Read-only MCP server for ClassQuill, a tutoring-business-management platform.

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.Deprecated by the publisher: Renamed to classquill-mcp — see npmjs.com/package/classquill-mcpFree to use.
MCP server: One MCP server.
ClaimHit
@bikram2112 · External

Find products & standards using a patent - verified targets for licensing or enforcement.

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.
NEM Explorer (ScadaMiner)Run by its publisher: served from their own domain, namespace checked by the registry.
@scadaminer · External

Query Australia's electricity market (NEM/AEMO): prices, generation, FCAS, interconnectors, bids.

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

Citation-health over a CC0 citation graph: what supports, refutes, or cites a paper. Read-only.

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.
Onchain & Trading Intelligence for AI Agents
@firmbrain · External

The only x402 MCP server for Robinhood Chain (chainId 4663) - 147 onchain, trading & AI tools.

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; no sign-in.Free to use.
MCP server: One MCP server.
PLwC - Personality Layer with Conscience
@mhoedt-ai · External

Governed local MCP gateway for workspace, sandbox, document and profile operations.

7% 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.
Claude Chat
@codechap · External

Anthropic Claude Messages API MCP server — chat, vision, web search, extended thinking

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.
Backtesting Arena
@schoasch · External

Crypto backtesting & Bitcoin cycle analytics. Point-in-time, DSR-corrected, look-ahead-aware.

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.
AGS API
@accelbyte · External

Stateless MCP server for AccelByte Gaming Services APIs with OpenAPI integration

7% 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 a package registry.Free to use.
MCP server: One MCP server.
Observability AIops
@aiops-tools · External

Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.

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

Telegram channel analytics and statistics for AI agents, pay-per-call in USDC via x402.

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; no sign-in.Free to use.
MCP server: One MCP server.
Nanami Products
@haserisa0810-gif · External

Pre-computed astrology YAML via Swiss Ephemeris. Calculation is code, interpretation is AI.

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.
Selenium
@gaforov · External

Selenium MCP server for AI agents — 41 browser automation tools with snapshots and sessions.

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.
Newton BrowserRun by its publisher: served from their own domain, namespace checked by the registry.
@koala-studios · External

Local-only Chrome and Edge control for MCP clients through an origin-scoped extension.

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 npm.Free to use.
MCP server: One MCP server.
PasteSheet — Google Sheets
@pastesheet · External

Query your Google Sheets as structured JSON: list sheets and tabs, read schemas, filter rows.

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; you sign in with your account.Free to use.
MCP server: One MCP server.
CrustAPI Google + LinkedIn DataRun by its publisher: served from their own domain, namespace checked by the registry.
@crustapi · External

Live Google + public LinkedIn data: search, maps, profiles, companies, jobs. Pay only for results.

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.
Market DataRun by its publisher: served from their own domain, namespace checked by the registry.
@iturri · External

Verified market data for AI trading agents: quality-flagged candles, funding, OI, order flow. x402.

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.
SimengineRun by its publisher: served from their own domain, namespace checked by the registry.
@cogswellspacely8-star · External

Monte Carlo decision-intelligence over MCP: simulate, optimize, and decide under uncertainty.

3% 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.

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