List available Forge embedding models with dimensions to select one before embedding.
MIT
304,903 tools. Last updated 2026-07-22 11:23
"IBM MCP Context Forge - Model Context Protocol Framework" matching MCP tools:
- Retrieve recent signal history for top cryptocurrencies to inspect model context and freshness before or after a decision. Costs $0.05 USDC.MIT
- Checks market state, cooldown, data freshness, and model context to validate preconditions for a crypto trade decision.MIT
- Build a prompt-ready memory context from static profile, dynamic recent context, and query hits, enabling direct model injection without an LLM call.MIT
- Find keyword mentions in AI model outputs from ChatGPT and Google AI. Returns mention context and sources.MIT
- Detect your project's tech stack and regenerate AI context files from configuration. Use after framework changes or when context files become outdated to maintain accurate AI assistance.MIT
Matching MCP Servers
- Alicense-qualityDmaintenanceMCP server enabling real-time weather queries via Tavily API and internet usage data by country via MongoDB.Last updatedApache 2.0
- Alicense-qualityDmaintenanceA production-ready MCP server template that connects LLMs and AI agents to external data, tools, and services with built-in OAuth 2.1 authentication, Redis-backed session management, and a modular tools engine.Last updated1MIT
Matching MCP Connectors
MCP server for accessing curated awesome list documentation
Stop re-explaining yourself to Agents. Give it the right context, right when needed.
- Retrieve detailed specifications for any AI model by its ID, including pricing, context window, capabilities, and request limits to inform model selection decisions.MIT
- Search MCP Protocol and FastMCP documentation to find relevant guides for building MCP servers, with ranked results and optional source filtering.MIT
- Compare AI model pricing across Anthropic, OpenAI, Google, Meta, Mistral, and Cohere. Get input and output prices per 1M tokens, context window, and release date in one table to select the cheapest model for your budget and context.MIT
- Calculate token count for Gemini AI prompts to estimate costs and ensure they fit within model context limits.Apache 2.0
- Retrieve full details for a single open-source LLM model: parameters, VRAM per quantization, context window, family, tags, license, and URLs.MIT
- Fetch full documentation content from MCP protocol or FastMCP framework URLs. Get complete protocol specs, tutorials, and instructions when search snippets are insufficient.MIT
- Retrieve historical price data from the Pyth oracle for a given price ID and time period. Useful for pricing context, risk checks, and market-aware decisions.MIT
- Clear authenticated client context from the Signal Found MCP server session to end user access and maintain security.MIT
- Find MCP servers by capability or name from a catalog of 9,000+. Use when you need a server for a specific task, such as postgres or video processing.MIT
- Retrieve the current server configuration including model and context size to verify settings.MIT
- Activate the operating protocol at host session start: recall memory, index code, retrieve context before edits, patch surgically, run checks, store durable decisions.MIT
- Fetch token details (description, links, market data) from CoinGecko to provide off-chain advisory context.MIT
- Capture and store user context, business processes, and Salesforce data model insights to provide personalized, context-aware assistance across sessions.BSD 2-Clause "Simplified"
- Retrieve the authenticated client context for the current Signal Found MCP server session to access user-specific data and permissions.MIT