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1. ▌
   Deployment Guide 2 · tools-only bundle

   This document covers FinchBot deployment methods, including local deployment, Docker deployment, and production environment recommendations.
   7 repo stars
2. ▌
   Deployment Guide 3 · tools-only bundle

   Complete guide to deploying Cloudflare Workers with Wrangler, including CI/CD patterns and production best practices.
   7 repo stars
3. ▌
   Deployment Guide 4 · tools-only bundle

   This guide covers deploying the MCP Metrics Collection Service in various environments, from development to production.
   7 repo stars
4. ▌
   Deployment Guide 5 · tools-only bundle

   Complete guide to deploying MLflow models to production environments.
   7 repo stars
5. ▌
   Terraform MCP Server · tools-only bundle

   The Terraform MCP Server is a Model Context Protocol (MCP) server that enables seamless integration between Terraform and MCP-compatible tools.
   7 repo stars
6. ▌
   Completed Features · tools-only bundle

   We welcome contributions to help achieve these goals. See Contributing for guidelines.
   7 repo stars
7. ▌
   Session Management · tools-only bundle

   Session manages conversation messages, tracks context usage, and extracts long-term memories.
   7 repo stars
8. ▌
   Session Management 2 · tools-only bundle

   Session manages conversation messages, tracks context usage, and extracts long-term memories.
   7 repo stars
9. ▌
   API Overview 3 · tools-only bundle

   This page covers how to connect to OpenViking and the conventions shared across all API endpoints.
   7 repo stars
10. ▌
    API Overview 4 · tools-only bundle

    This page covers how to connect to OpenViking and the conventions shared across all API endpoints.
    7 repo stars
11. ▌
    API Overview 5 · tools-only bundle

    This page covers how to connect to OpenViking and the conventions shared across all API endpoints.
    7 repo stars
12. ▌
    API Overview 6 · tools-only bundle

    This page covers how to connect to OpenViking and the conventions shared across all API endpoints.
    7 repo stars
13. ▌
    API Overview 7 · tools-only bundle

    This page covers how to connect to OpenViking and the conventions shared across all API endpoints.
    7 repo stars
14. ▌
    API Overview 8 · tools-only bundle

    This page covers how to connect to OpenViking and the conventions shared across all API endpoints.
    7 repo stars
15. ▌
    API Reference 19 · tools-only bundle

    Sessions manage conversation state, track context usage, and extract long-term memories.
    7 repo stars
16. ▌
    API Reference 20 · tools-only bundle

    Sessions manage conversation state, track context usage, and extract long-term memories.
    7 repo stars
17. ▌
    API Reference 21 · tools-only bundle

    Sessions manage conversation state, track context usage, and extract long-term memories.
    7 repo stars
18. ▌
    API Reference 22 · tools-only bundle

    Sessions manage conversation state, track context usage, and extract long-term memories.
    7 repo stars
19. ▌
    Navigator V5 2 0 Release Notes · tools-only bundle

    Navigator v5.2.0 introduces the "Finish What You Start" positioning—a complete README rewrite focused on the core value proposition: sessions that actually complete without crashing.
    7 repo stars
20. ▌
    Research Results React Vs Svelte 2026 3 · tools-only bundle

    What do you guys think about comparison between React vs Svelte?
    7 repo stars
21. ▌
    What I Learned 5 · tools-only bundle

    The React vs Svelte conversation in early 2026 is driven by real migration decisions rather than abstract benchmarks.
    7 repo stars
22. ▌
    Okta Oidc Setup Tutorial · tools-only bundle

    This tutorial walks you through setting up Okta Single Sign-On (SSO) authentication for ContextForge, enabling enterprise identity management with Okta's comprehensive platform.
    7 repo stars
23. ▌
    Go Calculator Server · tools-only bundle

    A comprehensive Go-based MCP server for mathematical computations, implementing 13 mathematical tools with advanced features and high precision calculations.
    7 repo stars
24. ▌
    What I Learned 10 · tools-only bundle

    ByteDance's Seedance 2.0 has dominated AI video discussion this month, with r/singularity and Hacker News tracking both the technical leaps and the messy rollout.
    7 repo stars
25. ▌
    Research Results Seedance AI Video Generation 4 · tools-only bundle

    Is there an official way to create content using Seedance 2.0?
    7 repo stars
26. ▌
    Navigator V3 5 0 From Tool To Movement Product Pitch · tools-only bundle

    Figma integration succeeded because of messaging, not just feature.
    7 repo stars
27. ▌
    Evaluation Claude Code Skills And MCP Servers · tools-only bundle

    Does the narrative cite specific sources from the research data?
    7 repo stars
28. ▌
    Reasoning Models System 2 · tools-only bundle

    Lár treats "Reasoning Traces" (also known as Chain of Thought or System 2 Thinking) as a first-class citizen.
    7 repo stars
29. ▌
    Task 18 Principle To Product V3 5 0 Implementation Guide · tools-only bundle

    Your v3.4.0 social posts revealed: Navigator's real product isn't features—it's the principles they prove.
    7 repo stars
30. ▌
    What I Learned 13 · tools-only bundle

    Cross-referencing Reddit ownership reports, YouTube long-term reviews, and X commentary on the M4 MacBook Pro reveals a maturing consensus: this is excellent hardware with a surprisingly simple recommendation for most…
    7 repo stars
31. ▌
    Navigator V4 5 0 Release Notes · tools-only bundle

    Version 4.5.0 addresses the primary failure mode in multi-Claude workflows: marker timeout failures that cause complete workflow abandonment.
    7 repo stars
32. ▌
    Storage Architecture 2 · tools-only bundle

    OpenViking uses a dual-layer storage architecture that separates content storage from index storage.
    7 repo stars
33. ▌
    Navigator Grafana Dashboard · tools-only bundle

    This directory contains everything needed to run Grafana dashboards for Navigator's OpenTelemetry integration.
    7 repo stars
34. ▌
    Bundle Optimization · tools-only bundle

    Ottimizzazioni per ridurre il JavaScript bundle e migliorare i tempi di caricamento.
    7 repo stars
35. ▌
    Using Marketing Skills Beyond Cursor And Claude Code · tools-only bundle

    Skills are markdown instruction files. They work anywhere an AI can read text — not just Cursor or Claude Code. Non-developers and products without native skill support can use them too.
    7 repo stars
36. ▌
    Evaluation React Vs Svelte 2026 · tools-only bundle

    Does the narrative cite specific sources from the research data?
    7 repo stars
37. ▌
    Github Sso Setup Tutorial · tools-only bundle

    This tutorial walks you through setting up GitHub Single Sign-On (SSO) authentication for ContextForge, allowing users to log in with their GitHub accounts.
    7 repo stars
38. ▌
    Alternatives Considered · tools-only bundle

    The current functionality only supports unique names for tools, making it hard for addition of tools from different gateways with similar common names.
    7 repo stars
39. ▌
    Synthesis Instructions Hn Version With Hacker News · tools-only bundle

    Lead with people, not publications. Start each topic with what Reddit/X users are saying/feeling, then add web context only if needed.
    7 repo stars
40. ▌
    Research Results Seedance AI Video Generation · tools-only bundle

    This is terrifying!! Seedance 2.0 just generated a 1-minute film with ZERO editing — the entire film industry should be worried
    7 repo stars
41. ▌
    Evaluation Seedance AI Video Generation · tools-only bundle

    Does the narrative cite specific sources from the research data?
    7 repo stars
42. ▌
    Navigator V5 3 0 Release Notes · tools-only bundle

    This release adds structured verification to Navigator's task system, inspired by GSD (Get Shit Done) spec-driven development.
    7 repo stars
43. ▌
    Navigator Context Efficient AI Development · tools-only bundle

    I was working on a feature in Claude Code. Loaded all my project docs at session start—seemed smart. "Better to have everything available," I thought.
    7 repo stars
44. ▌
    Lr V1 4 1 Release Notes · tools-only bundle

    This patch release addresses a critical bug in audit logging and formalizes support for Reasoning Models (System 2 thinking).
    7 repo stars
45. ▌
    Secret Scanner · tools-only bundle

    Scan codebase for exposed secrets, API keys, passwords, tokens, and sensitive credentials that should not be committed to version control.
    7 repo stars
46. ▌
    CI CD Expert Agent · tools-only bundle

    spend hours configuring pipelines from scratch. This agent provides expert guidance across all major CI/CD platforms with best practices built in. -->
    7 repo stars
47. ▌
    What I Learned 7 · tools-only bundle

    The React vs Svelte debate in 2026 has matured from "which is better" to "when does each make sense" - and the community data reflects this nuance.
    7 repo stars
48. ▌
    Long Running Agent Initialize Environment · tools-only bundle

    You are an Initializer Agent setting up the environment for a long-running coding project.
    7 repo stars
49. ▌
    Preprocessing Vs LLM The Right Tool For The Job · tools-only bundle

    In fact, forcing LLMs to solve deterministic problems wastes tokens, time, and accuracy.
    7 repo stars
50. ▌
    Python Data Analysis Server · tools-only bundle

    A comprehensive MCP server providing advanced data analysis, statistical testing, visualization, and transformation capabilities.
    7 repo stars
51. ▌
    Research Results Seedance AI Video Generation 3 · tools-only bundle

    Looking for a real Seedance website that actually works (not scams, SJINN is too expensive)
    7 repo stars
52. ▌
    What I Learned 9 · tools-only bundle

    ByteDance's Seedance 2.0 has been the most discussed AI video model this month, with converging signals across r/Seedance_AI, r/generativeAI, and Hacker News painting a picture of breakthrough capability tangled in…
    7 repo stars
53. ▌
    Helm Chart Generator · tools-only bundle

    Creating charts from scratch is complex (Chart.yaml, values.yaml, templates). This command generates production-ready charts with parameterized templates. -->
    7 repo stars
54. ▌
    Microsoft Entraid Role And Group Claim Mapping 2 · tools-only bundle

    This feature enables automatic role assignment for Microsoft EntraID (formerly Azure AD) SSO users based on their group memberships or app role assignments.
    7 repo stars
55. ▌
    Task Workflow Optimization For Tasks Md · tools-only bundle

    Provides task workflow optimization by analyzing dependencies, parallelization opportunities, and subagent delegation strategy for tasks.md. Use when you need to improve task execution efficiency.
    7 repo stars
56. ▌
    Docker Image Optimizer · tools-only bundle

    dev dependencies in production, etc. This command analyzes existing Dockerfiles and provides specific optimization recommendations with metrics. -->
    7 repo stars
57. ▌
    Research Results Best Rap Songs 2026 3 · tools-only bundle

    Andre Toutman claims All The Love will be "song of the year"
    7 repo stars
58. ▌
    Smart Contract Errors · tools-only bundle

    Common errors when building, deploying, or calling Algorand smart contracts.
    7 repo stars
59. ▌
    Navigator V4 6 0 Release Notes · tools-only bundle

    Version 4.6.0 optimizes Navigator's architecture based on Claude Code documentation review. Introduces native Claude Code agents, automatic token monitoring hooks, and cleans up unused skill metadata.
    7 repo stars
60. ▌
    Raw Typescript Lambda Reference · tools-only bundle

    Complete guide for creating minimal AWS Lambda functions in pure TypeScript without frameworks like NestJS.
    7 repo stars
61. ▌
    Kubernetes Troubleshooter · tools-only bundle

    Developers waste hours running kubectl describe/logs/events manually. This command provides systematic debugging workflow with specific fix recommendations. -->
    7 repo stars
62. ▌
    Configuration Guide 14 · tools-only bundle

    This guide covers all configuration options for Claude Copilot, from basic offline setup to full external service integration.
    7 repo stars
63. ▌
    Configuration File 2 · tools-only bundle

    OpenViking uses a JSON configuration file (~/.openviking/ov.conf) for settings.
    7 repo stars
64. ▌
    Ossf Scorecard Compliance Notes · tools-only bundle

    This document explains our compliance status with OSSF Scorecard checks and documents any accepted risks or false positives.
    7 repo stars
65. ▌
    Ossf Scorecard Compliance Notes 2 · tools-only bundle

    This document explains our compliance status with OSSF Scorecard checks and documents any accepted risks or false positives.
    7 repo stars
66. ▌
    Research Results M4 Macbook Pro Review 2 · tools-only bundle

    M4 MacBook Pro 14 Inch Battery Life, Should I Be Concerned??
    7 repo stars
67. ▌
    Internal Observability System · tools-only bundle

    ContextForge includes a built-in observability system that provides comprehensive performance monitoring, error tracking, and analytics without requiring external observability platforms.
    7 repo stars
68. ▌
    CSV Pandas Chat Server · tools-only bundle

    The CSV Pandas Chat MCP Server provides a secure environment for analyzing CSV data using natural language queries.
    7 repo stars
69. ▌
    Defensive Constraints · tools-only bundle

    Lár v1.6.0 introduces architectural solutions to make your agents production-ready and mathematically safe.
    7 repo stars
70. ▌
    How Contextforge Fits The Criteria For Selecting An 2 · tools-only bundle

    A practical framework for evaluating MCP gateways, and how ContextForge addresses each criterion.
    7 repo stars
71. ▌
    Adr 0008 Federation And Auto Discovery Via Dns Sd · tools-only bundle

    Manual configuration (e.g. hardcoded peer IPs) is error-prone and brittle in dynamic environments like laptops or Kubernetes.
    7 repo stars
72. ▌
    Deploy And Harbor Cloud Hosted Localapi · tools-only bundle

    Run your LocalAPI in the cloud without tunnels. Deploy uploads your task app to Harbor (Synth's hosted infrastructure) and returns a stable URL you can use directly in GEPA, MiPRO, and eval jobs.
    7 repo stars
73. ▌
    Best Rap Songs 2026 · tools-only bundle

    The rap landscape in early 2026 is defined by a mix of chart-topping singles, Grammy momentum, and a steady stream of new releases keeping the culture moving.
    7 repo stars
74. ▌
    Task 14 Claude Md Updater Skill · tools-only bundle

    Users migrating from v1/v2 to v3 had outdated CLAUDE.md files still referencing slash commands (/nav:start) instead of natural language, causing Claude to not understand Navigator workflow.
    7 repo stars
75. ▌
    API Security Audit 2 · tools-only bundle

    Performs comprehensive security audit of REST and GraphQL APIs, checking for OWASP API Security Top 10 vulnerabilities, authentication/authorization flaws, injection risks, and business logic issues.
    7 repo stars
76. ▌
    Navigator Video Production Plan · tools-only bundle

    "See exactly how to save 92% of context window with real code, real metrics, real outcomes."
    7 repo stars
77. ▌
    Task 29 Theory Of Mind V5 0 0 Release · tools-only bundle

    Complete Theory of Mind (ToM) v5.0.0 execution integration and expand positioning to include ToM as additive layer on top of context efficiency.
    7 repo stars
78. ▌
    Contextforge High Performance Architecture · tools-only bundle

    This diagram showcases the performance-optimized architecture of ContextForge, highlighting Rust-powered components, async patterns, and scaling capabilities.
    7 repo stars
79. ▌
    Postgresql 17 To 18 Upgrade Guide · tools-only bundle

    This guide explains how to upgrade PostgreSQL from version 17 to 18 in ContextForge Helm chart with automated backup and restore to MinIO.
    7 repo stars
80. ▌
    Generate REST API 2 · tools-only bundle

    Automatically generate comprehensive RESTful API implementations from schema definitions with proper routing, validation, error handling, authentication, pagination, and OpenAPI documentation following industry best…
    7 repo stars
81. ▌
    Repo Architecture Reference · tools-only bundle

    Skills are discovered by VS Code Copilot via description keyword matching in the SKILL.md frontmatter — not through tools: arrays in agent definitions.
    7 repo stars
82. ▌
    Repo Architecture Reference 2 · tools-only bundle

    Skills are discovered by VS Code Copilot via description keyword matching in the SKILL.md frontmatter — not through tools: arrays in agent definitions.
    7 repo stars
83. ▌
    Repo Architecture Reference 3 · tools-only bundle

    Skills are discovered by VS Code Copilot via description keyword matching in the SKILL.md frontmatter — not through tools: arrays in agent definitions.
    7 repo stars
84. ▌
    Repo Architecture Reference 4 · tools-only bundle

    Skills are discovered by VS Code Copilot via description keyword matching in the SKILL.md frontmatter — not through tools: arrays in agent definitions.
    7 repo stars
85. ▌
    Repo Architecture Reference 5 · tools-only bundle

    Skills are discovered by VS Code Copilot via description keyword matching in the SKILL.md frontmatter — not through tools: arrays in agent definitions.
    7 repo stars
86. ▌
    Repo Architecture Reference 6 · tools-only bundle

    Skills are discovered by VS Code Copilot via description keyword matching in the SKILL.md frontmatter — not through tools: arrays in agent definitions.
    7 repo stars
87. ▌
    Quick Security Scan · tools-only bundle

    Run a fast automated security scan of your codebase to identify common vulnerabilities, dependency issues, and security misconfigurations.
    7 repo stars
88. ▌
    Adr 0024 Adopt Uvicorn Standard For Enhanced Server · tools-only bundle

    ContextForge uses Gunicorn with Uvicorn workers (uvicorn.workers.UvicornWorker) as its production ASGI server stack.
    7 repo stars
89. ▌
    Docker Security Scan 2 · tools-only bundle

    Comprehensively scans Docker containers and images for vulnerabilities, misconfigurations, and security best practices violations.
    7 repo stars
90. ▌
    Forward Client Headers To LLM API 2 · tools-only bundle

    Control which model groups can forward client headers to the underlying LLM provider APIs.
    7 repo stars
91. ▌
    Adr 0007 Pluggable Cache Backend Memory Redis Database · tools-only bundle

    Selection is driven by the CACHE_TYPE environment variable. Code paths use a consistent interface regardless of backend.
    7 repo stars
92. ▌
    M4 Macbook Pro Review What People Are Saying Last 30 Days · tools-only bundle

    The M4 MacBook Pro has settled into the market and the verdict is remarkably consistent across platforms: this is the best MacBook Pro generation in years, but most people do not need the Pro or Max chips.
    7 repo stars
93. ▌
    Task 06 Real Session Statistics From Claude Code Internals · tools-only bundle

    Navigator claims 92% token reduction through on-demand loading, but users had no way to verify this. The /nav:start command showed file size estimates (~2k tokens), not actual measurements.
    7 repo stars
94. ▌
    Skill Scaffold 16 · tools-only bundle

    This skill covers Replit's GraphQL API for programmatic platform control. It teaches authenticating with API tokens for programmatic access, querying Repl metadata and status via GraphQL, creating and deleting Repls…
    7 repo stars
95. ▌
    Adr 0040 Flexible Admin UI Section Visibility 2 · tools-only bundle

    ContextForge's Admin UI is a full-featured dashboard with many sections (overview, servers, gateways, tools, prompts, resources, roots, mcp-registry, metrics, plugins, export-import, logs, version-info, maintenance…
    7 repo stars
96. ▌
    Generate Java Project Documentation · tools-only bundle

    Generates comprehensive Java project documentation including API docs, architecture diagrams, and Javadoc. Use when creating or updating project documentation.
    7 repo stars
97. ▌
    Skill Scaffold 17 · tools-only bundle

    This skill provides a complete incident response playbook for Vercel-related outages.
    7 repo stars
98. ▌
    MCP JSON Rpc Guide 2 · tools-only bundle

    This comprehensive guide demonstrates how to interact with MCP (Model Context Protocol) servers using raw JSON-RPC commands via curl or through STDIO.
    7 repo stars
99. ▌
    Adr 0010 Observability Via Prometheus Structured Logs And · tools-only bundle

    The gateway needs to surface this without requiring external instrumentation or agents.
    7 repo stars
100. ▌
     Docker Compose Generator 2 · tools-only bundle

     This command generates production-ready compose files with proper networking, volumes, and environment management. -->
     7 repo stars