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AgentIndex
ibkr-portfolio-builder-mcp logo
ibkr-portfolio-builder-mcp
★ 19
vs
semantic-scholar-mcp logo
semantic-scholar-mcp
★ 23

ibkr-portfolio-builder-mcp vs semantic-scholar-mcp

ibkr-portfolio-builder-mcp: This is a remote MCP server designed for top-down portfolio construction using Interactive Brokers, specifically built to integrate with LLMs like Claude.ai. It provides a rich research vocabulary including a typed scan catalog and market data, enabling LLMs to perform sophisticated financial analysis and strategy generation.; semantic-scholar-mcp: This is a 14-tool Semantic Scholar MCP server designed to streamline academic research workflows. It provides direct access to over 200 million papers from Semantic Scholar, enabling paper search, citation graph traversal, author profiles, and recommendations through any Model Context Protocol client.

01

TL;DR

ibkr-portfolio-builder-mcp logo
ibkr-portfolio-builder-mcpAPI Integration · ★ 19

LLM-driven top-down portfolio construction by picking sectors/strategies, running scans, and cross-referencing news.

Read ibkr-portfolio-builder-mcp full review →
semantic-scholar-mcp logo
semantic-scholar-mcpAPI Integration · ★ 23

Academic paper search and filtering by various criteria.

Read semantic-scholar-mcp full review →
02

Side-by-Side Comparison

Field
ibkr-portfolio-builder-mcp logoibkr-portfolio-builder-mcp
semantic-scholar-mcp logosemantic-scholar-mcp
Category
API Integration
API Integration
Stars
★ 19
★ 23
License
MIT
MIT
Install Command
cp .env.example .env && docker compose up -d
uvx s2-mcp-server
Updated
4mo ago
4d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Interactive Brokers, Portfolio Construction, LLM Connector
Semantic Scholar, Academic Research, Model Context Protocol
03

Features

ibkr-portfolio-builder-mcp logoibkr-portfolio-builder-mcp
01Typed Scan Catalog with 468 IBKR scan codes across 16 categories and 28 strategy tags.
02Inverse Pair Links for easy strategy polarity flipping (e.g., HIGH_X ↔ LOW_X).
03Per-scan Instrument Map indicating applicable instrument types (STK, ETF, OPT, BOND).
04News and Screeners integrated into a single tool surface for contextual analysis.
05Two authentication modes: OAuth 2.1 for Claude.ai and static bearer token for other clients.
semantic-scholar-mcp logosemantic-scholar-mcp
0114 comprehensive, typed tools for academic paper and author data.
02Supports 7 diverse paper ID formats with pre-flight validation.
03Client-side rate limiting and robust retry logic for API calls.
04Verifiable supply-chain provenance (SLSA, SBOM) for release artifacts.
04

Use Cases

ibkr-portfolio-builder-mcp logoibkr-portfolio-builder-mcp
↳LLM-driven top-down portfolio construction by picking sectors/strategies, running scans, and cross-referencing news.
↳Integrating advanced financial research workflows into AI assistants like Claude.ai.
↳Automated discovery and analysis of investment opportunities based on macro theses and specific criteria.
↳Running complex market scans and filtering results with LLMs, avoiding manual API interactions.
↳Combining real-time news with screener results for timely investment candidate narrowing.
semantic-scholar-mcp logosemantic-scholar-mcp
↳Academic paper search and filtering by various criteria.
↳Traversal and analysis of citation graphs for specific papers.
↳Retrieving author profiles and their associated publications.
↳Generating AI-powered paper recommendations based on seed papers.
FAQ

FAQ

What is the difference between ibkr-portfolio-builder-mcp and semantic-scholar-mcp?
Both ibkr-portfolio-builder-mcp and semantic-scholar-mcp are in the API Integration category. ibkr-portfolio-builder-mcp has 19 stars, while semantic-scholar-mcp has 23 stars.
Which is better, ibkr-portfolio-builder-mcp or semantic-scholar-mcp?
The best choice depends on your use case. Choose ibkr-portfolio-builder-mcp if LLM-driven top-down portfolio construction by picking sectors/strategies, running scans, and cross-referencing news., and semantic-scholar-mcp if Academic paper search and filtering by various criteria..
Is ibkr-portfolio-builder-mcp free or open source?
Yes, ibkr-portfolio-builder-mcp is open source on GitHub (MIT).
Is semantic-scholar-mcp free or open source?
Yes, semantic-scholar-mcp is open source on GitHub (MIT).
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