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maintenanceEnables MCP-compatible agents to perform web searches via the agent-web-search engine, returning ranked results with sources.
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"OCR agent" matching MCP servers:
- AlicenseAqualityBmaintenanceExtracts text and images from PDFs and image files using the Mistral OCR API, with a security sandbox for file writes.4MIT
- AlicenseAqualityBmaintenanceProvides local agent capabilities for LM Studio including file I/O, terminal execution, and web search.11MIT
- AlicenseAqualityBmaintenanceThe MCP for the Web Speed Agent SDK that enables post-auth agents.173GPL 3.0
- AlicenseAqualityCmaintenanceAbout MCP server for Google Agent Platform Docs — Google AI + Vertex AI. 3400+ pages searchable by AI agents.41MIT
- AlicenseAqualityBmaintenanceA Model Context Protocol server that gives AI assistants OCR with first-class accuracy handling and evaluation. It wraps three engines behind one interface and can score and compare them.6MIT
- AlicenseAqualityDmaintenanceZeroTrusted-ai PII Detection Agent1Apache 2.0
- AlicenseAqualityDmaintenanceMCP server for AI agent transaction insurance and escrow — protect agent-to-agent payments with smart escrow, dispute resolution, and risk scoring.11MIT
- AlicenseAqualityDmaintenanceEnables testing and validation of APIs for AI agent compatibility, providing scores, grades, and actionable recommendations.3MIT
- AlicenseAqualityAmaintenanceMCP server for AI agent guardrails — validates and signs agent decisions (OAA tokens) so third parties can verify them without server access31MIT
- FlicenseAqualityCmaintenanceExposes local Umi-OCR v2 capabilities to AI agents via MCP, enabling image text extraction, batch OCR, PDF OCR, and status checks without manually starting the service.71
- AlicenseAqualityCmaintenancePaper-trade crypto spot, futures, and prediction markets on CoinRithm with a user-minted API key. Simulated funds only; includes 21 MCP tools and Agent Arena performance tracking.312MIT
- AlicenseAqualityAmaintenanceMCP server exposing AI agent observability tools: list, inspect, and deterministically replay recorded agent execution traces for debugging failures.1Apache 2.0
- AlicenseAqualityDmaintenanceSlack for AI agents — rooms, messaging and context sharing for multi-agent collaboration.6MIT
- FlicenseAqualityDmaintenanceExtracts text content from PDFs and images using Mistral's OCR API, enabling OCR capabilities in MCP-compatible clients like Cursor and Claude Desktop.18
- FlicenseAqualityCmaintenanceMCP server that exposes an Italian textbook's OCR content, structured exercises, and progress tracking, enabling chatbot agents to interact with the book for language learning.7
- AlicenseAqualityDmaintenanceEnables AI agents to discover, register, and rate services in a decentralized agent-to-agent directory.7MIT
- AlicenseAqualityDmaintenanceAnalyzes AI agent traces to diagnose failures, score performance, and provide actionable fixes using tools like judge_trace and trace_breakdown.32MIT
- FlicenseAqualityCmaintenanceEnables text extraction from images and PDF files using the ZhipuAI GLM-OCR API. It allows users to process documents through local file paths or base64-encoded data for high-quality OCR results.15
- AlicenseBqualityBmaintenanceHash-chained HMAC-signed audit log MCP for A2A (agent-to-agent) calls. Every tool-call, agent-handoff, decision gets a tamper-evident signed record.5MIT
