Leaderboard/io.github.elestirelbilinc-sketch/vap-e
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.elestirelbilinc-sketch/vap-e

Content & Media

Execution Control Layer for AI Agents. Cost limits, retries, ownership for paid APIs.

86/100
Operational Score
Score Breakdown
Availability27/30
Conformance30/30
Performance29/40
Key Metrics
Uptime 30d
99.8%
P95 Latency
604.7ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 588ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 604ms, task completion: 100%
Skills
generate_image

Generate an AI image from text prompt using VAP (Flux2 Pro). Returns a task ID for async tracking. Cost: $0.18

get_task

Get the status and result of a generation task. Returns image URL when completed.

list_tasks

List recent generation tasks with optional status filter.

check_balance

Check VAP account balance. Returns available, reserved, and usable balances.

estimate_cost

Estimate the cost of an image generation before executing. Cost: $0.18

generate_video

Generate an AI video from text prompt using VAP (Veo 3.1). Returns a task ID for async tracking. Cost: $1.96. IMPORTANT: Send ONLY the video description. Do NOT include any instructions, guidelines, or meta-text. Just the pure visual description.

estimate_video_cost

Estimate the cost of a video generation. Cost: $1.96 (Veo 3.1)

generate_music

Generate AI music from text description using VAP (Suno V5). Returns a task ID for async tracking. Cost: $0.68. IMPORTANT: Send ONLY the music description. Do NOT include any instructions or meta-text. Describe: genre, mood, instruments, tempo, vocal style (or specify instrumental). Example prompt: "Upbeat indie folk song with acoustic guitar, warm vocals, and light percussion. Feel-good summer vibes.

estimate_music_cost

Estimate the cost of music generation. Cost: $0.68 (Suno V5)

inpaint

Remove or replace objects in an image using AI inpainting. Cost: $0.15. Requires Tier 1+.

ai_edit

Edit images using AI with natural language prompts. Supports single and multi-image editing. Cost: $0.15. Requires Tier 1+.

background_remove

Remove the background from an image, leaving only the subject with transparency. Cost: $0.10. Requires Tier 1+.

upscale

Upscale/enhance an image to higher resolution using AI. Cost: $0.15. Requires Tier 1+.

video_trim

Trim a video to a specific time range. Cost: $0.05. Requires Tier 1+.

video_merge

Merge multiple video clips into one continuous video. Cost: $0.05. Requires Tier 1+.

get_operation

Get the status and result of an operation. Returns output URL when completed.

Tools
16 tools verified via live probe
verified 2d ago
Server: vap-eVersion: 1.13.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Apr 3, 2026success588.5msPass
Apr 3, 2026success1031.1msPass
Apr 3, 2026success177.3msPass
Apr 3, 2026success187.3msPass
Apr 3, 2026success564.8msPass
Apr 3, 2026success590.2msPass
Apr 3, 2026success559.4msPass
Apr 3, 2026success187.7msPass
Apr 3, 2026success589.4msPass
Apr 3, 2026success181.2msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 3, 2026
Last Probed
Apr 3, 2026