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    Accessibility-first LaTeX publishing engine with an embedded MCP server. Tools to list registered documents, render template-driven documents, and audit built PDFs for PDF/UA-2 / WTPDF / PDF/A-4f conformance with veraPDF. MIT-licensed.
    4
    Apache 2.0
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    Enables AI tools to operate IBM i 5250 green screens, driving and testing interactive RPG programs by seeing screens, typing into fields, and pressing keys.
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    26 npm
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    Apache 2.0
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    Enables MCP clients to score retrieval quality with recall, precision, nDCG, hit rate and MRR, compare 2-3 configurations with seeded paired-bootstrap confidence intervals, audit agent tool calls against expected traces, and detect prompt regressions against golden sets. It also generates Markdown, JSON or JUnit reports with pass/fail gates, all deterministically and offline without paid API keys.
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    73 npm
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    MIT
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    Enables Claude to generate executable test cases from decision tables in CSV, JSON, or Markdown formats. Provides intelligent test planning guidance and generates Playwright/API test code with TypeScript support.
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    MIT
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    Enables developers to audit MCP tool schemas and annotations, multi-agent delegation graphs, multi-turn behavioral drift, bias, and token/cost telemetry from inside their IDE or CLI, and to generate EU AI Act, NIST AI RMF, and SOC 2 compliance dossiers. It also provides sub-250ms inline circuit-breaking, adversarial IPIP-NEO-120 persona cohorts, stress testing, and chaos fault injection.
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    803 npm
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    Apache 2.0
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    Enables AI-driven browser automation with advanced form testing, batch operations, and intelligent element extraction for MCP-compatible applications.
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    13 npm
    MIT
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    MCP server for TestRail API, providing AI assistants with 107 tools to manage test cases, runs, results, plans, and more. Supports API key, password, and SSO cookie authentication.
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    18 npm
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    MIT
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    MCP-first A/B testing server that enables agents to manage experiments (create, update traffic splits, read results, apply winning variants) from tools like Claude Code, with self-hosted Cloudflare backend.
    MIT
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    Enables coding agents to measure text and background contrast with WCAG 2 and APCA, receive nearest passing color fixes at the same hue, generate contrast-safe palettes, and audit real pages for accessibility failures.
    MIT
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    Enables AI assistants to retrieve cited European Accessibility Act obligations per jurisdiction, compare requirements, generate conformance statements, and explain EN 301 549 criteria. It also scans URLs or HTML with axe-core and maps accessibility findings to the relevant EN 301 549 clauses.
    MIT
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    Controls Visual Studio 2022 through MCP using COM/DTE automation, enabling file management, building, debugging, and breakpoint operations directly from Claude Code.
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    MIT
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    Enables AI coding agents to query a local code graph over stdio, so they can see what a Git change may affect, find related tests, routes and nodes, and cite evidence paths — read-only and fully on-machine.
    2 npm
    MIT
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    Verdict MCP is a gatekeeper server that enforces code completeness, test coverage, and premium UI/UX standards on AI agents by auditing code, validating design tokens, and running tests with 95% coverage and 80% mutation score gates.
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    MIT
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    MCP server to debug Telegram bots by controlling your Telegram user session over MTProto. It enables sending messages, reading chats, handling updates, and invoking raw Telegram API methods.
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    MIT
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    Enables coding agents to query a precise, local call/type/data graph so they can find who calls what, what breaks when code changes, and which tests to run, with every answer traced to file:line.
    125 PyPI
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    Functional Source , Version 1.1, ALv2 Future
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    Enables agents to scaffold, build, run, and verify libuvcpp-powered C++ web services end to end, driving real HTTP/1.1, HTTP/2, WebSocket, SOAP, and load requests over live sockets. Returns verification bundles that clearly separate what was observed, what was derived, and what could not be established.
    30 npm
    4
    MIT
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    An MCP server that integrates with GitHub Copilot to analyze Axivion static-analysis reports and provide MISRA C:2012 compliance assistance. It offers deep rule explanations, rationale, and confidence-scored fix suggestions for identified code violations.
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    Enables AI assistants to explore, build, run, and troubleshoot Cisco Modeling Labs (CML 2.x) network topologies, including lab construction from specs, console command execution, reachability testing, packet capture analysis, link impairment scenarios, and topology diagram export.
    MIT
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    A local coverage history server that stores coverage snapshots in DuckDB and provides MCP tools for LLMs to query coverage data without reading large reports.
    MIT
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    Enables AI assistants to analyze network configuration snapshots with Batfish by running 60 curated questions, assertions, failure-diff forks, and layer 3/routing topology queries.
    Apache 2.0
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    Enables an AI assistant to turn a plain-language description into a working Apache NiFi 2.x flow, validate and layout the canvas, run test data, golden-file replays and diagnostics, and commit only verified versions to the NiFi Registry. It exposes 44 read-or-write tools for exploring, building, testing, debugging and releasing flows, staying read-only unless writes are explicitly enabled.
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    Elastic 2.0
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    Enables AI coding agents to map end-to-end source-to-branch-to-sink causality, trace blast radius and cross-language bridges, generate wiring blueprints, and verify incremental flow, dead-code, and lifecycle issues.
    10 npm
    MIT
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    An MCP server that fuses Playwright and browser-use for browser automation testing, offering 59 tools for AI-driven exploration and precise assertions on a shared browser instance, with built-in stealth anti-detection.
    MIT