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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

io.github.elestirelbilinc-sketch/vap-e

AI image, video & music generation. Flux, Veo 3.1, Suno V5. Free tier included.

Checks passed
10 / 22

4 failed · 8 not measured

Median response
272 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
16

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
410
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
222

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 272 ms.

  • Pass
    Valid handshake

    protocolVersion 2024-11-05, serverInfo.name vap-e.

  • Pass
    Lists tools

    tools/list returned 16 tools.

  • Fail
    Current protocol

    Negotiated 2024-11-05. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 272 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 272 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    40 of 40 parameters have a description (100%). The bar is 80%.

  • Fail
    Safety hints

    16 tools set neither readOnlyHint nor destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Fail
    Repo owner matches

    The GitHub repository owner does not match the namespace login.

  • Fail
    Recently updated

    Updated 2026-02-09T15:25:27.931726Z, which is older than 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using io.github.elestirelbilinc-sketch/vap-e

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http io-github-elestirelbilinc-sketch-vap-e https://api.vapagent.com/mcp

Capabilities

Tools 16

ai_edit

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

Discovered
background_remove

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

Discovered
check_balance

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

Discovered
estimate_cost

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

Discovered
estimate_music_cost

Estimate the cost of music generation. Cost: $0.68

Discovered
estimate_video_cost

Estimate the cost of a video generation. Cost: $1.96 (P-Video)

Discovered
generate_image

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

Discovered
generate_music

Generate AI music from text description using VAP. 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.

Discovered
generate_video

Generate an AI video from text prompt using VAP (P-Video). 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.

Discovered
get_operation

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

Discovered
get_task

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

Discovered
inpaint

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

Discovered
list_tasks

List recent generation tasks with optional status filter.

Discovered
upscale

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

Discovered
video_merge

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

Discovered
video_trim

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

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected272 ms16