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.
Agentic Design SystemRun by its publisher: served from their own domain, namespace checked by the registry.
@aa-on-ai · External

Render web and SwiftUI evidence, run explicit visual judgment, and trace ADS UI decisions.

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 npm.Free to use.
MCP server: One MCP server.
PRD Spec Generator
@cdeust · External

Turns a feature description into a verified 9-file PRD — multi-judge consensus, 17 MCP tools.

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 MCPB.Deprecated by the publisher: Moved to io.github.cdeust/ai-architect-mcp-specFree to use.
MCP server: One MCP server.
Lanhu design
@blantian · External

Read Lanhu design specs and export fine-grained UI assets with platform-adjusted units

12% 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.
AdMob
@parksanggwon · External

MCP server for the Google AdMob API — apps, ad units, mediation, and revenue reports

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.
Google Search Console
@akzar1el · External

Google Search Console MCP for analytics, indexing, sitemaps, and SEO diagnostics.

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.Free to use.
MCP server: One MCP server.
Vigilis
@piyushpathakqa · External

Gate AI-written tests: heal safe drift, refuse to hide real bugs, sign a verifiable receipt.

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.Free to use.
MCP server: One MCP server.
PH Civic Data
@xmpuspus · External

PH civic data as MCP tools: the full PSA OpenSTAT catalog, hazards, procurement. 41 tools.

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.
Biopharma Catalyst
@yesc97 · External

Forensic biopharma catalyst auditor — 10 tools, deterministic CLEAN/BEAR_SIGNAL verdict.

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.
Oculo
@xidik12 · External

AI-powered native browser with 12 MCP tools. ~30 tokens per page.

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.
Siteaudit
@vdalhambra · External

SEO, performance, and security audits for any URL — no API keys required

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 PyPI.Free to use.
MCP server: One MCP server.
HTML to Markdown MCP Server
@sunshad0w · External

Converts HTML to Markdown with auto-summary and section extraction. Supports Playwright.

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.
SideButton MCP ServerRun by its publisher: served from their own domain, namespace checked by the registry.
@sidebutton · External

Open-source MCP server with browser automation and knowledge packs for AI agents

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.
PSX MCP
@revolutionarybukhari · External

Pakistan Stock Exchange in plain English — quotes, dividends, announcements, and indices.

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.
DataLink
@pilat · External

MCP server for secure database access (PostgreSQL, MySQL, SQLite)

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

React dashboard components — API lookup, code generation, and prop validation for AI tools.

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

Portfolio analytics via the okama library: backtests, Monte Carlo, efficient frontier, PNG charts

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.
Advanced Zebrunner MCP Server
@maksimsarychau · External

Advanced analytics, reporting, and safe mutations for Zebrunner. 64 tools, 14 resources, 17 prompts.

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.
Marketplace Search
@lulzasaur9192 · External

22 tools: search 15+ marketplaces, verify licenses, childcare costs, FCC, GSA auctions

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

AI startup due diligence — screen companies across 7 dimensions, get a Sieve Score.

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.
Ragalgo
@kokogo100 · External

Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.

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.
Argus
@ironclawdevs27 · External

Automated web QA via Chrome DevTools MCP — a11y, security, visual, env diff, CI; Aegis redaction.

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.
FlowZapRun by its publisher: served from their own domain, namespace checked by the registry.
@flowzap-xyz · External

Create workflow, sequence, architecture, and mind map diagrams via AI assistants.

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.
Postgres MCP
@edelciomolina · External

PostgreSQL MCP wrapper with .env credential mapping, tool selection, and safe read-only defaults.

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 npm.Free to use.
MCP server: One MCP server.
Meta Data
@derekslinz · External

Query 76 open data APIs — government, science, finance, environment, and more.

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 PyPI.Free to use.

More topics

Sales & customersMarketing & advertisingShopping & e-commerceBusiness financePersonal finance & investingLegal & governmentSecurity & privacySoftware developmentAI & agentsCloud & IT operationsWork & productivityCommunicationDocuments & writingDesign & mediaNews & informationScience & researchHealth & fitnessEducation & careersTravel & placesHome & propertyEntertainment & hobbiesIndustry & transport