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AgentIndex
ollama-mcp-bridge logo
ollama-mcp-bridge
★ 104
vs
contrastapi logo
contrastapi
★ 35

ollama-mcp-bridge vs contrastapi

ollama-mcp-bridge: Ollama MCP Bridge is a proxy layer that sits in front of the Ollama API, seamlessly adding tools from multiple MCP servers so that every Ollama request can access all connected tools transparently. It supports streaming, thinking mode, tool filtering, and multiple transport types. The bridge is configurable via JSON, runs as a FastAPI server, and can be installed via pip, uvx, Docker, or from source.; contrastapi: ContrastAPI is a security intelligence API and MCP server that offers over 35 endpoints covering CVE lookup, domain reconnaissance, IP reputation, threat intelligence, code security scanning, and more. It is free to use with a rate limit of 100 requests per hour and requires no API key for the free tier. The tool is designed for AI agents and integrates seamlessly with platforms like Claude Desktop, Cursor, VS Code, and Windsurf.

01

TL;DR

ollama-mcp-bridge logo
ollama-mcp-bridgeLLM Infra · ★ 104

Enhance local Ollama models with external MCP tools like weather, filesystem, or database queries

Read ollama-mcp-bridge full review →
contrastapi logo
contrastapiSecurity & Safety · ★ 35

Perform a comprehensive security audit on a domain, including DNS, SSL, and threat intelligence

Read contrastapi full review →
02

Side-by-Side Comparison

Field
ollama-mcp-bridge logoollama-mcp-bridge
contrastapi logocontrastapi
Category
LLM Infra
Security & Safety
Stars
★ 104
★ 35
License
MIT
MIT
Install Command
pip install --upgrade ollama-mcp-bridge
npm install contrastapi
Updated
4w ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai, ai-agents, api
ai-agents, api, cve
03

Features

ollama-mcp-bridge logoollama-mcp-bridge
01Pre-loaded MCP servers from JSON configuration
02Multiple transport types: stdio, StreamableHTTP, SSE
03Tool filtering with include/exclude modes
04Multi-round tool execution until completion
05Complete Ollama API compatibility with transparent proxying
contrastapi logocontrastapi
01One-call full domain report combining DNS, WHOIS, SSL, subdomains, WAF, and IP reputation
02CVE intelligence enriched with EPSS exploit probability and CISA KEV status
03IP reputation via AbuseIPDB and Shodan with 24-hour cache
04Technology fingerprinting for CMS, frameworks, CDN, and analytics
05Free forever with 100 req/hr, no API key required
04

Use Cases

ollama-mcp-bridge logoollama-mcp-bridge
↳Enhance local Ollama models with external MCP tools like weather, filesystem, or database queries
↳Build AI agents that can autonomously call multiple tools in a single chat session
↳Integrate MCP servers into existing Ollama workflows without modifying client code
contrastapi logocontrastapi
↳Perform a comprehensive security audit on a domain, including DNS, SSL, and threat intelligence
↳Look up CVE details and check if they are actively exploited in the wild
↳Check the reputation of an IP address and enrich it with malware data
FAQ

FAQ

What is the difference between ollama-mcp-bridge and contrastapi?
Both ollama-mcp-bridge and contrastapi are in the LLM Infra category. ollama-mcp-bridge has 104 stars, while contrastapi has 35 stars.
Which is better, ollama-mcp-bridge or contrastapi?
The best choice depends on your use case. Choose ollama-mcp-bridge if Enhance local Ollama models with external MCP tools like weather, filesystem, or database queries, and contrastapi if Perform a comprehensive security audit on a domain, including DNS, SSL, and threat intelligence.
Is ollama-mcp-bridge free or open source?
Yes, ollama-mcp-bridge is open source on GitHub (MIT).
Is contrastapi free or open source?
Yes, contrastapi is open source on GitHub (MIT).
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