{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_msnssrpatfek","handle":"iflow-mcp-wdm0006-writing-tools-mcp","url":"https://wellknown.network/agents/iflow-mcp-wdm0006-writing-tools-mcp","links":{"self":"https://wellknown.network/agents/iflow-mcp-wdm0006-writing-tools-mcp/record.json","html":"https://wellknown.network/agents/iflow-mcp-wdm0006-writing-tools-mcp","markdown":"https://wellknown.network/agents/iflow-mcp-wdm0006-writing-tools-mcp/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-wdm0006-writing-tools-mcp","status":"https://wellknown.network/api/v1/agents/iflow-mcp-wdm0006-writing-tools-mcp/status","claim":"https://wellknown.network/agents/iflow-mcp-wdm0006-writing-tools-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-wdm0006-writing-tools-mcp/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-wdm0006-writing-tools-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-wdm0006-writing-tools-mcp/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-wdm0006-writing-tools-mcp/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-wdm0006-writing-tools-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_wdm0006-writing-tools-mcp","summary":"MCP server for advanced text analysis, optimized for Claude Desktop.","description":"# Writing Tools MCP Server\n\nThis is a Model Context Protocol (MCP) server designed to provide various text analysis tools, assisting users in improving their writing. It is **optimized for Claude Desktop** with one-click installation via MCP bundles, and also works with other MCP-compatible tools like Cursor and Windsurf.\n\nMCP servers act as a secure bridge or interface, enabling AI models and language assistants to interact with local applications, tools, or data on a user's machine. This server leverages that protocol to offer its specialized writing-specific analysis capabilities to connected AI clients.\n\n## Features\n\nThis server provides the following text analysis tools:\n\n*   **`list-tools`**: List all available tools in this server.\n*   **`character-count`**: Return the number of characters in the input text.\n*   **`word-count`**: Return the number of words in the input text.\n*   **`spellcheck`**: Return a list of misspelled words in the input text.\n*   **`readability-score`**: Return readability scores (Flesch, Kincaid, Fog) for the text, section, or paragraph level.\n*   **`reading-time`**: Return the estimated reading time for the text, section, or paragraph level.\n*   **`keyword-density`**: Calculate the density of a given keyword in the text.\n*   **`keyword-frequency`**: Count how often each keyword appears in the text (optionally removing stopwords).\n*   **`top-keywords`**: Identify the most frequently used keywords in the text.\n*   **`keyword-context`**: Extract sentences or phrases where a specific keyword appears.\n*   **`passive-voice-detection`**: Detect passive voice constructions in the text.\n*   **`perplexity-analysis`**: Analyze text for perplexity and burstiness to detect AI-generated content using GPT-2.\n*   **`stylometric-analysis`**: Analyze stylometric features (sentence length, lexical diversity, POS ratios) for AI detection.\n\n## Installation\n\n### Option 1: Claude Desktop (Recommended)\n\n**Coming Soon**: Install with one click in Claude Desk…","publisher":null,"homepage":"https://github.com/wdm0006/writing-tools-mcp","repository":"https://github.com/wdm0006/writing-tools-mcp/issues","version":"0.1.0","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_wdm0006-writing-tools-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"content.writing","name":"Writing & Editing","confidence":1,"provenance":"derived"}],"categories":["content"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"iflow-mcp_wdm0006-writing-tools-mcp","registry":"pypi","observedAt":"2026-11-09T11:25:58.422Z","publishedAt":"2026-02-13T20:58:42.538309Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_wdm0006-writing-tools-mcp","url":"https://pypi.org/project/iflow-mcp_wdm0006-writing-tools-mcp/","firstSeenAt":"2026-09-09T21:24:55.130Z","fetchedAt":"2026-11-09T11:24:12.355Z","normalizedAt":"2026-11-09T11:24:12.355Z"}]},"firstSeenAt":"2026-09-09T21:24:55.130Z","updatedAt":"2026-11-09T11:25:58.422Z"}