# RChilli MCP Hub — The HR Intelligence Layer for AI Agents Connect AI agents to RChilli's enterprise-grade HR APIs with zero boilerplate. Parse resumes and job descriptions, enrich skills with the RChilli Taxonomy (ONet/ESCO), redact bias & PII, reformat/convert documents, and run explainable candidate-to-job matching — all through a single MCP server. All tools are **read-only**. ## Available tools (17) **Resume & Job Description parsing** - `parse_resume` — Extract 200+ structured fields (skills, experience, education, contact) from resume text - `parse_resume_from_url` — Parse a resume hosted at a public URL (PDF, DOCX, RTF, …) - `parse_job_description` — Parse a JD into structured skills, experience range, salary & requirements **Skills & job taxonomy** - `lookup_skill` — Canonical skill definitions, aliases, related skills, ONet/ESCO mappings - `lookup_job_profile` — Job profiles with related/required skills and competency data - `autocomplete_skill` / `autocomplete_job_profile` — Real-time autocomplete across 10,000+ skills and job profiles **Redaction, documents & utilities** - `redact_resume` — Mask/remove bias & PII fields (name, photo, contact) for blind hiring - `reformat_resume_with_template` — Restyle a resume into a branded template (PDF/DOCX/…) - `convert_document_format` — Convert a document's file format (e.g. DOCX → PDF) - `extract_named_entities` — Tag job titles, skills, cities, degrees & organizations in text - `extract_contact_info` — Extract name, email, phone & address from free text - `geocode_locations` — Resolve latitude/longitude for one or more locations - `determine_job_zone` — Determine the O*NET Job Zone level (1–5) for a role **Search & matching** - `score_resume_against_jd` — Explainable one-to-one resume ↔ JD fit score (no index required) - `find_matches_in_index` — Rank an indexed corpus of resumes/JDs against a source document - `search_indexed_documents` — Keyword search across your indexed resumes/JDs > **Coming soon:** AI agent tools — Interview Question Generator, JD Generator, Skill-Gap Analysis, Bias Detection, and Learning Path. Built on 15+ years of HR data intelligence. Trusted by many organizations worldwide. ## Access Sign in with your **RChilli MyAccount** — the server uses **OAuth 2.0**, so there are no API keys to copy or paste. Don't have an account? Get one at [rchilli.com/contact-us](https://www.rchilli.com/contact-us). **MCP endpoint:** `https://mcp.rchilli.ai/mcp`
How to connect
https://server.smithery.ai/dev-ko1g/rchilli/mcpcurl -X POST https://server.smithery.ai/dev-ko1g/rchilli/mcp \
-H 'Content-Type: application/json' \
-H 'Accept: application/json, text/event-stream' \
-d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{}}'