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maintenanceRead-only MCP server exposing homelab data sources (files, mail, calls) to Cloudflare OS, enabling read-only access to documents, emails, and call records.
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"Connecting external data sources for contextual LLM calls" matching MCP servers:
- FlicenseCqualityDmaintenanceProvides RAG (Retrieval-Augmented Generation) capabilities via Contextual AI, enabling query processing and context-aware responses with citations. Integrates with MCP clients like Cursor IDE and Claude Desktop.1
- AlicenseNot gradedqualityBmaintenanceA local-first persistent contextual-memory engine with an MCP adapter for AI models such as Qwen.GPL 3.0
- FlicenseCqualityDmaintenanceA Model Context Protocol server that provides Retrieval-Augmented Generation capabilities using Contextual AI, enabling AI interfaces like Cursor IDE and Claude Desktop to query domain-specific knowledge with context-aware responses and source citations.121
- FlicenseAqualityCmaintenanceBridges Codex to external CLI coding agents for read-only code analysis and deterministic quality fixes.9
- AlicenseAqualityAmaintenanceBlind multi-model councils with anonymous LLM seats and direct 1:1 chat as a local MCP server. Enables asking one question to get independent answers from multiple model CLIs, then blind scoring and reveal.17AGPL 3.0
- AlicenseAqualityCmaintenanceRoutes work from your coding agent across 20+ free-tier LLMs to cut costs 10-100x using a round-robin dispatch pool with cooldown-aware auto-fallback.81,430MIT
- AlicenseBqualityDmaintenanceIntegrates Dify's external knowledge base API with the Model Context Protocol to enable AI agents to retrieve and query relevant information. It supports relevance scoring, metadata filtering, and flexible configuration through environment variables or command-line arguments.115MIT
- AlicenseNot gradedqualityCmaintenanceA Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.1MIT
- AlicenseNot gradedqualityDmaintenanceEnables MCP-compatible assistants to securely access external systems like Slack through permission-scoped, idempotent tools with tenant isolation, delegated OAuth consent, and an immutable audit trail.MIT
- AlicenseNot gradedqualityAmaintenanceMCP server for grounded, cited AI: answers questions from live web sources, verifies claims, fact-checks documents, searches and reads URLs, summarises, classifies, and extracts fields, with usage tracking and status.MIT
- AlicenseNot gradedqualityBmaintenanceToken cost math for LLM API calls: current per-million-token rates for 69 models across 17 providers, with local arithmetic for estimates, comparisons and monthly budgets. Rates are verified and date-stamped.412MIT
- AlicenseNot gradedqualityAmaintenanceA local-first LLM routing MCP server that keeps sensitive data on your own models, with fail-closed privacy and manager-worker delegation, exposing route and complete tools to any MCP client.MIT
- FlicenseNot gradedqualityBmaintenanceProvides real-time LLM pricing and availability data as an MCP server, enabling AI agents to make optimal model routing decisions at inference time with cited pricing sources.
- FlicenseNot gradedqualityDmaintenanceEnables external reconnaissance activities including DNS enumeration, subdomain discovery, email security analysis, and SSL certificate inspection against a target domain.13
- -licenseNot gradedqualityNot gradedmaintenanceThis server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.
- FlicenseNot gradedqualityDmaintenanceEnables Agentforce agents to retrieve order status and loyalty points from external systems via OAuth 2.0 secured MCP endpoints hosted on AWS.4
- AlicenseAqualityCmaintenanceMCP server that provides tools for evaluating LLM agent reliability, including adversarial task generation, automated LLM-as-judge assessment, and confidence statistics.31MIT
- AlicenseAqualityBmaintenanceAn MCP server that provides local, private, synchronous access to Ollama models for prompt answering, text classification, and model listing, without any file access or command execution.3MIT
- AlicenseAqualityCmaintenanceAn MCP server that runs curated adversarial prompts against local Ollama models to test guardrails, scoring responses with heuristic verdicts for human review.5MIT
