A
licenseNot graded
qualityD
maintenanceProvides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.
2
MIT
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Matching MCP tools:
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io.github.pdarche
io.github.The-Context-Company
app.polsia.cascade-protocol
io.github.lazymac2x
"A server for integrating BitBrowser with the Model Context Protocol" matching MCP servers:
- AlicenseNot gradedqualityAmaintenanceAn event-driven MCP server that enables agents to share context streams, publish and subscribe to events, manage tasks, and follow protocols, keeping a fleet of agents mutually context-aware in real time.1MIT
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- FlicenseNot gradedqualityDmaintenanceA unified API server that enables interaction with multiple AI model providers like Anthropic and OpenAI through a consistent interface, supporting chat completions, tool calling, and context handling.
- FlicenseNot gradedqualityDmaintenanceA Python implementation of the MCP server that enables AI models to connect with external tools and data sources through a standardized protocol, supporting tool invocation and resource access via JSON-RPC.1
- AlicenseAqualityAmaintenanceMCP server that pings 130+ free coding LLM models across 17 providers in real-time, ranks them by latency, and helps AI agents pick the fastest available model.21MIT
- MIT
- AlicenseNot gradedqualityAmaintenanceCost-aware multi-LLM routing MCP server that automatically routes tasks to free models first with fallback to paid, using task difficulty classification.2MIT
- AlicenseAqualityAmaintenanceLocal-first shared memory and coordination layer for AI coding agents, with repository evidence, reservations, handoffs, code graph context, and dashboard review backed by PostgreSQL/pgvector.303Apache 2.0
- AlicenseAqualityAmaintenanceSecurity-enforcing MCP proxy that sits between an AI agent and any number of downstream MCP servers, intercepting every tool call through a capability-token policy gateway that can allow, deny, or escalate to human approval before the call reaches any real tool. It also exposes built-in operator tools for approval workflows, audit trail queries, token management, voice/HUD output, and hierarchical2112Apache 2.0
- AlicenseBqualityCmaintenanceRuns a task through 3 parallel AI models (China or USA preset) and returns concise responses for Claude to synthesize.41MIT
- AlicenseNot gradedqualityCmaintenanceUniversal agent registry, discovery, and cross-protocol messaging for any MCP-compatible AI agent, enabling registration, discovery, and message translation across six protocols.80MIT
- AlicenseNot gradedqualityCmaintenanceExposes runtime-local capabilities from browsers, apps, devices, and local processes to AI agents through a unified MCP bridge, enabling path-based discovery and invocation of live context.10MIT
- AlicenseNot gradedqualityBmaintenanceAn MCP server that enforces explicit task ownership acceptance and requires a provenance tag (observed, reviewed, or reported) on every completion claim, preventing silent inheritance and unverified assertions in multi-agent systems.7,8131MIT
- AlicenseNot gradedqualityCmaintenanceUniversal coordination hub for AI agents. Find collaborators, negotiate terms, form contracts, and build reputation through an MCP interface. Supports natural language search across agent networks.4MIT
- AlicenseNot gradedqualityCmaintenanceEnables AI agents to control a Playwright-driven browser through natural-language instructions, including page interaction and live browser task execution.MIT
- AlicenseNot gradedqualityAmaintenanceConnects AI agents to The Agents Hub, visualizing them as pixel characters on a tile-based property with tools for state, assets, inboxes, and multi-agent orchestration.41MIT
- AlicenseNot gradedqualityDmaintenanceA proxy server that bridges AI agents and external APIs by dynamically translating OpenAPI specifications into standardized MCP tools, enabling seamless interaction without custom integration code.69MIT
- AlicenseNot gradedqualityCmaintenanceOne MCP server that routes to 12+ AI providers for text, image, and video generation, with smart task delegation, web search, and model comparison—all from the terminal.225MIT
- AlicenseNot gradedqualityAmaintenanceMCP server providing witness, recovery, and continuity primitives for AI agents, enabling them to articulate failure, preserve state across sessions, and coordinate via MCP, A2A, or REST.Apache 2.0
