RYLA
Description
Generate AI influencer photos, face swaps, and character sheets with a consistent face.
What our measurements say
RYLA is a remote MCP server published at mcp.ryla.ai. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 1,066 ms, a delay an agent will notice. It offers a narrow, focused set of 11 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names clearly indicate their primary function (e.g., 'generate_face_swap').
- Descriptions include job status polling instructions for asynchronous operations.
Weaknesses
- Some parameters (e.g., 'angles' in ryla_generate_character_sheet) lack detailed explanations of acceptable values.
- Overlapping functionality between ryla_generate_base_image and ryla_generate_image may confuse agents.
- No explicit error handling documentation for required parameters in face swap/character sheet tools.
ryla_generate_base_image— Multiple optional parameters without clear priority hierarchyryla_generate_face_swap— Missing explanation of acceptable image URL formats for baseImageUrlryla_generate_character_sheet— Angles array parameter lacks examples of valid angle valuesryla_generate_image— Too many optional parameters may overwhelm agents during selection
Verdict
Event narrative
Risk: low
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 62ms → warm 46ms (penalty 16ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
ryla_generate_base_imageGenerate base character images from a niche/vibe/prompt. Returns a jobId; poll with ryla_generation_status.
nichestringvibestringnsfwEnabledbooleanpromptInputstring
ryla_generate_face_swapSwap a character face onto a reference base image. Returns the generation result.
characterIdstringbaseImageUrlstringrequiredpromptstringrequirednsfwbooleanseedinteger
ryla_generate_character_sheetGenerate a multi-angle character sheet from a base image. Returns a jobId; poll with ryla_generation_status.
characterIdstringbaseImageUrlstringrequirednsfwbooleananglesarray
ryla_generation_statusCheck the status of a generation job by its jobId.
jobIdstringrequired
ryla_account_credits_balanceCheck the authenticated user's current RYLA credit balance.
ryla_account_gallery_listList the authenticated user's most recent generated images/jobs.
limitinteger
ryla_list_charactersList the authenticated user's existing characters (AI influencers) so you can pick a characterId for the other generation tools. There is no tool to CREATE a character -- that happens in the RYLA app at app.ryla.ai.
ryla_generate_imageGenerate Studio-quality images for an existing character with full creative control (scene, outfit, pose, lighting, expression, style). This is the primary, full-featured image tool -- prefer it over ryla_generate_base_image. Character must already exist; use ryla_list_characters to find a characterId. Returns a jobId; poll with ryla_generation_status.
characterIdstringrequiredscenestringrequiredenvironmentstringoutfitstringposeIdstringlightingstringexpressionstringshotTypestringaspectRatiostringrequiredqualitystringcountintegernsfwbooleanpromptEnhancebooleanseedintegeruseLorabooleanloraIdstringloraStrengthnumberreferenceImageUrlstringenableFaceSwapbooleanreferenceStrengthnumberreferenceMethodstringsocialMediaReadybooleanrealismStylebooleanstylePresetstringantiDetectPresetstring
ryla_generate_videoGenerate a Studio video for an existing character (image-to-video). Character must already exist; use ryla_list_characters to find a characterId. Returns a jobId; poll with ryla_generation_status.
characterIdstringrequiredpromptstringdurationnumberfpsnumberaspectRatiostringrequirednsfwbooleanseedintegeruseLorabooleanrealismStyleboolean
ryla_generate_voiceGenerate speech audio (TTS) in an existing character's voice. Character must already exist; use ryla_list_characters to find a characterId.
characterIdstringrequiredtextstringrequiredemotionstringspeednumbervoiceIdentityIdstringgenderstring
ryla_server_infoGet RYLA external MCP server configuration and connection info
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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