doc_ppl

MCP tool from Writing Tools MCP by wdm0006

(float null): Document-level perplexity score; null when no sentence could be scored

How to use it

Project documentation lists doc_ppl for the Writing Tools MCP MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), then check which tools your installed version makes available. Tool availability can depend on configuration and credentials. A server handshake does not verify this tool’s behavior. See the full listing for setup details.

Install Writing Tools MCP

$uvx --from git+https://github.com/wdm0006/writing-tools-mcp writing-tools-mcp

FULL WRITING TOOLS MCP LISTING

Other tools in Writing Tools MCP (6)

char_ngram_similarity

(float null): Cosine similarity between this text's character n-gram profile and the baseline's (see Custom Baselines); null when the baseline has no character n-gram profile (e.g. browncorpus)

doc_burstiness

(float null): Burstiness score (standard deviation of sentence perplexities); null when fewer than two sentences were scored, since the standard deviation is undefined there

flags

(dict): AI detection flags with confidence and explanations

sentence_analysis

(list): Per-sentence analysis with z-scores

sentences

(list): Sentence-level perplexity scores

z_scores

(dict): Z-scores of features against the baseline, including per-word fw<word> scores and the aggregate burrowsdelta, and per-bigram posbi<tag><tag> scores