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MCP server that gives Claude and other clients vision capabilities including screenshot-to-code, OCR, error diagnosis, diagram analysis, data-viz insights, UI diff checks, and video analysis via any OpenAI-compatible vision endpoint.

Tool call error diagnostic and parameters repair helper

Use the open-source @consensus-tools/consensus-tools engine to run multi-LLM policy-based decision workflows: post.

ChatGPT Search semantic product spec tradeoff matrix comparison synthesizer

Execution discipline with agency, instinct detection, critical safety rules, and trust layer. v2.5 adds human.

Enables querying the SE Ranking API for SEO data and analytics using natural language.

Enables retrieval of Garmin Connect data such as activities, sleep, heart rate, and body battery levels using unofficial API through MCP tools.

Lets MCP clients publish a single file to a permanent, shareable link via whamlink. Supports tools for managing links, including registration, publishing, listing, updating access, replacing content, and deleting links.

London TfL transit — real-time Tube arrivals, bus predictions, line status, service disruptions, journey planning.

Every NIST FIPS 140 certificate, plus the modules-in-process queue NIST publishes only as a page.

Enables applicants and agents to complete regulated intake work by guiding applicants, reading cited case files, managing workflow drafts, and running approved connector actions. It does not decide a case.

An MCP server that turns a rough project idea into a structured spec, running entirely locally inside any MCP-compatible editor.

Personal finance transaction auto-categorizer & budget tracker

Laravel Telescope MCP extends Laravel Telescope by exposing application telemetry data via the Model Context Protocol to AI assistants like Cursor, Claude, and Copilot Chat. Developed by Luciano Tonet under the MIT license, it translates natural-language queries into operations that retrieve Telescope records, enabling developers to inspect logs, slow queries, HTTP requests, exceptions, jobs, and more through an AI interface. The implementation includes tools for accessing all Telescope features, supports customizable authentication through middleware, and is particularly valuable for developers who need quick insights into application metrics without leaving their coding environment.

Instant autonomous agent sandbox container provisioner (BetterClaw style)

Access Formula 1 race data, telemetry, lap times, standings, and analytics powered by FastF1

MCP server for capturing iOS device screenshots using Appium, compatible with AI clients like Trae.

Enables AI assistants to access full Datadog observability, including log search, APM trace filtering, smart sampling, and cross-correlation between logs, traces, and metrics.

Cryptographic Merkle tree constructor and inclusion proof generator/verifier with SHA-256 state leaves for immutable agent state attestation.

Thin lark-cli wrapper that pushes Feishu (Lark) messages into Claude Code via MCP channel; reply with markdown / image / file straight from Claude.