Detailed Hugging Face Space metadata by repo_id (e.g. "stabilityai/stable-diffusion") and optional revision; returns sdk, runtime status, likes, and linked models.
ConnectorNo auth
527,251 tools. Updated 2026-09-07 08:01
"A server for finding Space projects on Hugging Face" matching MCP tools:
- Search Hugging Face Spaces (demo apps) with filters for author and SDK (gradio/streamlit/docker/static); returns space id, sdk, runtime status, and likes.ConnectorNo auth
- List your projects. Each item is {projectId, code, name, apiStatus, dataStatus, language, customerId, customerEmail}. Call this FIRST when you don't know which project to act on, or when another tool returns project_id_required. Let the user pick, then pass the chosen projectId to the other tools. When you own a single project you usually don't need this — the other tools infer it. Pass `query` to search projects by name, code, or owner email. IMPORTANT: if the call returns an EMPTY list, do not assume there are no projects — some accounts only return projects that MATCH a search term, so ask the user what to look for (a project name/code or the owner's email) and retry with a `query`. A broad search may be capped, so keep the query specific. apiStatus GRANTED = active; REVOKED/OVERLIMIT projects are listed too so the user sees them. After the user picks, the usual next step is get_import_status for that projectId.ConnectorOAuth
- Use when the user wants an existing project changed without opening the studio: its title, whether it is public (a public project has a share page and, for meshes, a public GLB URL), and on logo and coin projects the style: material, lighting room, background, motion, depth, font, the wordmark on text projects; on coins also the look, coin and mark colours, and the blank edge. Only the fields given change. Making a project public needs a saved render. Style changes render the next time the project is opened and saved. Do not use for a share link that keeps the project private (create_share_link) or to make something new (create_text_logo_project, duplicate_project).ConnectorOAuth
- Lip-sync audio onto one of your videos. DEFAULT and recommended: action="create" with video_url + sound_file (base64 data URI) — Sync Labs Sync 3 syncs the whole clip in one pass, no face step, no timing, highest quality. You do not need to pass engine at all. Kling flow, only when a line must land on an exact frame (manual timing control): (1) action="identify-face" with video_url (MP4/MOV, 2-60s, <=100MB, 720p/1080p); (2) action="create" with session_id + face_id + audio + timing IN MILLISECONDS (sound_start_time, sound_end_time, sound_insert_time) + optional speech_volume/original_audio_volume (0-100); (3) action="status" with the task_id to poll — returns a branded SwitchApp view_url when done. Charges credits on create; failed jobs are refunded.ConnectorNo auth
- When to use: Hugging Face Hub models, datasets, Spaces, collections, papers, daily papers, today's trending models, current paper leaderboard, docs, and repository files. Examples: {"operations":[{"cmd":"ls","args":["hf://models/trending","--limit","10"]}]} {"operations":[{"cmd":"ls","args":["hf://papers/trending"]}]} {"operations":[{"cmd":"ls","args":["hf://papers/daily/latest"]}]} Use hf_fs for Hugging Face Hub filesystem operations. Call it with operations, an array of {cmd, args} items; multiple operations may be submitted together. Usage: {"operations":[{"cmd":"ls","args":["hf://models/org/repo"]}]} Grammar; each string below is one args array item: ls URI [--recursive] [--glob GLOB] [--type TYPE] [--sort SORT] [--limit N] cat URI [--offset N] [--max-bytes N] attach URI [--max-bytes N] stat URI find URI [--name GLOB] [--path GLOB] [--type TYPE] [--limit N] search URI [QUERY] [--type TYPE] [--sort SORT] [--tag TAG] [--kind mcp] [--limit N] COMMAND = ls|cat|attach|stat|find|search. TYPE = file|dir|repo|bucket|collection|paper|link. SORT = createdAt|downloads|likes|lastModified|likes30d|trendingScore|mainSize|id|trending|upvotes. URI is a canonical hf:// URI. QUERY and GLOB are each one string. Use search for discovery, ls for a known directory, find for recursive matching within a known scope, stat for filesystem metadata or an uncertain target type, cat for text contents, and attach for a complete JPEG, PNG, or WebP image. When the request gives an exact text-file URI, use cat directly; do not add ls or stat first. stat does not read the contents of JSON, Markdown, or other text files. Search scopes: hf://models|datasets|spaces[/OWNER], hf://collections[/OWNER], hf://papers, and hf://docs[/...]. Paper and documentation search require QUERY. Repeat --tag only for search hf://spaces; --kind mcp selects MCP Spaces. Use ls hf://models/trending, hf://datasets/trending, hf://spaces/trending, or hf://papers/trending for trending listings. For a named paper.md or metadata.json, use cat directly. Use ls on a paper only to discover an unnamed related resource. Omit --limit, --sort, and --type unless the request requires them. Limits and path-specific behavior are documented at hf://README.md. Issue one hf_fs call.ConnectorNo auth
Matching MCP Servers
- AlicenseBqualityDmaintenanceA Model Context Protocol server that provides Claude and other LLMs with read-only access to Hugging Face Hub APIs, enabling interaction with models, datasets, spaces, papers, and collections through natural language.1072MIT
- AlicenseNot gradedqualityAmaintenanceAn MCP server that provides Hugging Face Hub API and Search endpoints through multiple transport protocols (STDIO, SSE, StreamableHTTP, and StreamableHTTPJson), enabling integration with AI model capabilities.289MIT
Matching MCP Connectors
Connect to Hugging Face Hub and thousands of Gradio AI Applications
- projectsOAuth
Task tracking built for coding agents. Work is leased, so two agents never take the same SubTask.
- Search Epinu real-asset projects. Returns bounded summaries only; call projects_get_deep_dive for detailed packets. Results include public projects plus the token owner's own archived, draft, or unpublished projects for duplicate checks; another owner's unpublished projects are never returned. Available without a token for public results only.ConnectorNo auth
- Dry run: compute what a sync would import / export / remove for the active Space, without executing. Use before trigger_sync to see the blast radius. Honours the same campaign_ids hard scope and force as trigger_sync, and returns a planHash you can pass to trigger_sync (plan_hash) to execute exactly this plan or fail on drift. Scoped to the active Space — see set_active_space to switch, or pass space_id to override for this one call.ConnectorAPI key
- Lists the projects this token has access to as {items, page, pageSize, total, hasMore} - the paging every listing of this server answers with (riddle://reference/concepts/response-envelope), here 25 per page, 100 max, so an account with many projects can be paged through; a project API token only ever returns its own project. Each entry is a trimmed summary (id, name, image): project_get adds your permissions on one, project_get_settings its default Riddle settings. An invalid page/pageSize (zero, negative, or over 100) is rejected rather than silently clamped.ConnectorNo auth
- No arguments. Returns how many MCP servers have been read at source level, and the share of them with each category of finding (credential access, network egress, install-time execution, prompt-injection surface). Use this to judge whether checking a specific server is worth it before you look one up. It reports aggregate counts only - no per-server findings, and no verdict about any individual server.ConnectorNo auth
- Lists the projects in this organization, each with its id, name, and framework. Read-only, takes no arguments, and returns only the projects the calling credential may see. Call it first in a session: the returned id is the project_id that every other tool in this server requires, and guessing that id fails. It does not return components, packages, or tokens - use list_components, list_packages, or get_style_tokens for those.ConnectorNo auth
- Materialize a memory or freeform note as a post-item in the space. Position+normal anchor it to a 3D surface: call list_surfaces first to pick a real wall/floor instead of guessing. Put it at EYE LEVEL (a wall face around world y 3.5 to 4), not the foundation row (world y 2.0) where it reads as a floor sticker. Default visibility inherits from the region you stand in (list_regions / inspect_region_provenance to check) or falls back to your private cap. Pass memoryId to link this post to a reflection row in agents.memories. Content shape MUST match the type: text={text:string<=2000}; image={url|asset_key,width,height}; sticker={stickerId} OR {kind:'custom',url,asset_key,width,height}; video={kind:'youtube',youtube_id,...} OR {kind:'streamVideo',stream_uid|hls_url|asset_key|url,...}; card={title?,body?,sourceUrl?,layout?,composition?,...}. The anchor MUST sit on a real surface: the server snaps a near-miss onto the nearest voxel face within ~1.5m, but rejects an anchor with nothing solid in reach (reason no-surface) so a post can never float in mid-air. Returns { ok, postId, memoryId } on accept, { ok:false, reason } on reject (no-surface / capability-missing / type-not-allowed / invalid-content-shape:<type>:<path> / rate-limit-1s / quota-daily / content-too-large / invalid-*). A post landing where you have already looked a lot may be skipped automatically (skipped:true, reason:'low_novelty') to avoid storing redundant observations; pass force:true to override that gate and insert regardless. Delete your own posts with delete_memory_post.ConnectorNo auth
- Retrieve Public Assistance (PA) funded project records for a disaster or state — shows where federal recovery money was obligated. Returns applicant, damage category, project size and status, federal share obligated, and total obligated amounts. Either disaster_number or state must be provided. Use disaster_number (from fema_search_disasters) to scope to a single declaration, or state to browse all PA projects for a state. PA projects are created only when the PA program is declared (pa_declared: true on the disaster).ConnectorNo auth
- Get recent AI/ML research papers from one of three feeds, chosen with the source argument. arxiv_recent is the firehose: newest arXiv submissions in cs.AI / cs.LG / cs.CL / cs.CV by submission date, refreshed daily at 11:30 UTC. trending is citation-ranked from Semantic Scholar across five fan-out queries, deduped, refreshed daily at 11:00 UTC. hf_daily is Hugging Face editor-curated with community upvotes and discussion counts, refreshed daily at 14:15 UTC. Pick arxiv_recent for what is brand new, trending for what is influential, hf_daily for what practitioners are discussing. License: arXiv and Semantic Scholar permit metadata use; the standard attribution block ships on every response.ConnectorNo auth
- Detect faces in an image or video. Use this API to get the list of faces detected in the image or video to use in the [face swap photo](https://docs.magichour.ai/api-reference/image-projects/face-swap-photo) or [face swap video](https://docs.magichour.ai/api-reference/video-projects/face-swap-video) API calls for multi-face swaps. Note: Face detection is free to use for the near future. Pricing may change in the future. MCP guidance: - This starts an async face-detection task and returns an `id`. Use the face-detection details endpoint with that id to retrieve detected faces before doing individual face swaps. - For `*_file_path` values, prefer an existing Magic Hour file path or a `file_path` returned by the upload-URL endpoint after the file bytes are uploaded. Direct public media URLs may work when they are stable, fetchable, and return raw file bytes, but hotlinked URLs can fail; when in doubt, use the presigned upload flow first and pass the returned `file_path`.ConnectorNo auth
- Scan a pasted config, file, code snippet, or blob for exposed credentials and obvious security misconfigurations. Use whenever a user shares a .env, docker-compose.yml, nginx.conf, JSON/YAML config, or any text and asks "is this safe to share/commit?", "any leaked API keys/secrets?", or "what's misconfigured?". Detects cloud credentials, Stripe/GitHub/GitLab tokens, OpenAI/Anthropic/Gemini/Hugging Face/Groq/Replicate keys, private-key blocks, JWTs, DB connection strings, plus misconfigs like debug-on, 0.0.0.0 binds, disabled TLS verification, privileged containers, and weak passwords. Deterministic. It analyzes the provided text and returns findings only — it never stores, transmits, or requires any live credential.ConnectorNo auth
- Create NPC mnemons (FACTION or INDIVIDUAL). npcType is REQUIRED on each item. Use memberNpcEntryIds (on FACTIONs) and affiliationEntryIds (on INDIVIDUALs) to wire membership; the server projects into MEMBER relationships. Players may not call this — GM/co-GM only.ConnectorNo auth
- Persist one event to this agent's memory stream. For kind=chat, ALWAYS pass `speaker` (the in-world player name behind the line) - flattening "grassguy: i am here" into event_text causes the agent to parrot the speaker as itself on the next tick. Server-side will embed `text` via Workers AI so the memory is reachable by `search_memories` semantic retrieval. Observation/action memories auto-anchor to your current space and last-looked subject by default once you have entered a space; pass space + subjectPosition only to override the anchor precisely. Reflection/chat stay unanchored.ConnectorNo auth
- Lists the projects this token has access to as {items, page, pageSize, total, hasMore} - the paging every listing of this server answers with (riddle://reference/concepts/response-envelope), here 25 per page, 100 max, so an account with many projects can be paged through; a project API token only ever returns its own project. Each entry is a trimmed summary (id, name, image): project_get adds your permissions on one, project_get_settings its default Riddle settings. An invalid page/pageSize (zero, negative, or over 100) is rejected rather than silently clamped.ConnectorNo auth
- POST /api/kyt_quote. Price for a paid crypto-address screen (Didit). Debit is on kyt_check (~0.99 USDT from 2401), not on quote. Off unless didit.enabled and didit.agent_api. Does not gate TRON deposit. Not /api/client/kyt_* and not partner. Space ~1s.ConnectorNo auth
- Detect faces in an image or video. Use this API to get the list of faces detected in the image or video to use in the [face swap photo](https://docs.magichour.ai/api-reference/image-projects/face-swap-photo) or [face swap video](https://docs.magichour.ai/api-reference/video-projects/face-swap-video) API calls for multi-face swaps. Note: Face detection is free to use for the near future. Pricing may change in the future. MCP guidance: - This starts an async face-detection task and returns an `id`. Use the face-detection details endpoint with that id to retrieve detected faces before doing individual face swaps. - For `*_file_path` values, prefer an existing Magic Hour file path or a `file_path` returned by the upload-URL endpoint after the file bytes are uploaded. Direct public media URLs may work when they are stable, fetchable, and return raw file bytes, but hotlinked URLs can fail; when in doubt, use the presigned upload flow first and pass the returned `file_path`.ConnectorNo auth