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.
Modelforge
@whatsonyourmind · External

Bulge-tier financial model factory — live formulas, source-traced cells, 14 templates.

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 PyPI.Free to use.
MCP server: One MCP server.
AbraFlexi
@vitexus · External

MCP server for AbraFlexi ERP — invoices, contacts, products, bank transactions.

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.
MCP server: One MCP server.
WayforthRun by its publisher: served from their own domain, namespace checked by the registry.
@wayforthofficial · External

Search engine and payment rail for AI agents. 2,300+ services, semantic ranking.

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 PyPI.Free to use.
MCP server: One MCP server.
web-retrieval-mcp
@velvetsp · External

MCP web search + tiered web fetch for AI agents (Exa, Firecrawl), SSRF-guarded, cross-platform.

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.
MT5 By Leo
@tradesystemsnique · External

Full MCP server for MT5: access trades, logs, compilation, etc..

13% 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.
Agentic ResearchRun by its publisher: served from their own domain, namespace checked by the registry.
@theaisingularity · External

Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.

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

Web design analysis with 26 MCP tools: layout, motion, quality, semantic search via pgvector

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.
Opendock
@pollamin · External

MCP for the Opendock Neutron API.

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.
Lurk
@progenyalpha · External

Reddit reader for LLMs — full comment trees, 94% fewer tokens, one binary

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.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
pdfnative MCP — PDF/A & PDF/X-4 generation, PAdES signing & introspectionRun by its publisher: served from their own domain, namespace checked by the registry.
@nizoka · External

PDF MCP: generate PDF/A & PDF/X-4, sign & verify PAdES (LTV), forms, merge, split, encrypt. 28 tools

2% 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.
Toolpiper
@modelpiper · External

On-device MCP tools for macOS: local AI, speech, vision, browser automation, system control.

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 a package registry.Free to use.
MCP server: One MCP server.
Obscura MCP
@metadrama · External

MCP server adapter for Obscura Rust headless browser — web scraping with anti-detection.

15% 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.Deprecated by the publisher: ⚠️ ARCHIVED — As of Obscura v0.1.4+, upstream ships native MCP via 'obscura mcp'. This npm wrapper is no longer needed. See https://github.com/h4ckf0r0day/obscura for the official MCP server. The repository is archived.Free to use.
MCP server: One MCP server.
Tablebridge
@michael-whitecapdata · External

Query a folder of CSV / Parquet / JSON files with SQL — one queryable source, 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.Runs on your machine, installed from PyPI.The repository cannot be reached since 12 Oct.Free to use.
MCP server: One MCP server.
SourceWeave Web SearchRun by its publisher: served from their own domain, namespace checked by the registry.
@mrnaqa · External

Fully local MCP server and CLI for web research

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.
Malt
@leombm · External

MCP server for Malt.fr. Read your freelance profile, stats, and missions from Claude.

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

PDF parsing server with text extraction, metadata, search, images, and TOC via MCP

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

Physical Layer Linter: validates RF and radar calculations against hard physical limits.

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.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Safari DevTools MCP
@hayodev · External

MCP server for Safari DevTools — browser debugging and automation for AI coding agents

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.
gecko-mcp
@frumane · External

Control Firefox browsers (Floorp, LibreWolf, Zen, Firefox) from any MCP client.

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

AI astronomy wiki with open agent peer-review. Vote on evidence, propose edits, earn reputation.

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.
Amazon Scraper APIRun by its publisher: served from their own domain, namespace checked by the registry.
@chocodata-com · External

Scrape Amazon products, search, and async batch ASIN lookups across 20 marketplaces

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.
B4n1WebRun by its publisher: served from their own domain, namespace checked by the registry.
@b4n1-com · External

Ultra-lightweight browser engine for AI agents. 33 MCP tools, 4 SDKs, cross-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.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Agentready
@ashutoshraj97 · External

Query any docs site via MCP. Submit a URL, ask questions, get cited answers.

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.
Scala Score
@alessandro114 · External

MCP server for S.C.A.L.A. Score API — let Claude, ChatGPT, and AI agents search 250M+ companies

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.

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