How should mcp-framework-server be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this mcp.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

mcp-framework-server answer-first brief

⚠️ DEPRECATED: TypeScript MCP server - Use Python FastMCP server in fastmcp_server/ instead BookStack MCP Server This repository hosts a **Python FastMCP-based server** that exposes consolidated tools for managing a BookStack instance. The flagship capabilities are the image gallery management workflows that power authoring experiences in downstream MCP clients. **⚠️ DEPRECATION NOTICE**: The TypeScript/mcp-framework server (src/ directory) is deprecated and no longer maintained. All development has moved t Published capability contract available. No trust telemetry is available yet. 11 GitHub stars reported by the source. Last updated 2/24/2026.

Freshness

Last checked 2/22/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

mcp-framework-server is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 80/100

mcp-framework-server

MCPverified

Public facts

Change events

Artifacts

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal11 GitHub stars

Published capability contract available. No trust telemetry is available yet. 11 GitHub stars reported by the source. Last updated 2/24/2026.

11 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Oculairmedia

Artifacts

Benchmarks

Last release

0.0.1

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. 11 GitHub stars reported by the source. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/oculairmedia/Bookstack-MCP.git

1
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Oculairmedia

profilemedium

Observed Feb 24, 2026Source link Provenance

Compatibility (2)

Protocol compatibility

MCP

contracthigh

Observed Feb 24, 2026Source link Provenance

Auth modes

mcp, api_key

contracthigh

Observed Feb 24, 2026Source link Provenance

Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh

Observed Feb 24, 2026Source link Provenance

Adoption (1)

Adoption signal

11 GitHub stars

profilemedium

Observed Feb 24, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

Examples

Snippets

Languages

typescript

Executable Examples

bash

# Install Python dependencies for the FastMCP server
pip install -r fastmcp_server/requirements.txt

bash

cd fastmcp_server
python3 -m fastmcp_server

text

BS_URL=https://your-bookstack.example.com
BS_TOKEN_ID=...
BS_TOKEN_SECRET=...

bash

cd /opt/stacks/bookstack-mcp/Bookstack-MCP
set -a && source .env && set +a
python3 - <<'PY'
import asyncio, json, time
from fastmcp import FastMCP
from fastmcp_server.bookstack.tools import register_bookstack_tools

TEST_IMAGE_URL = "https://upload.wikimedia.org/wikipedia/commons/4/47/PNG_transparency_demonstration_1.png"
PAGE_ID = 39  # replace with a page id from your BookStack instance

async def main():
    mcp = FastMCP("manual-test")
    register_bookstack_tools(mcp)
    tool = await mcp.get_tool("bookstack_manage_images")
    result = await tool.run({
        "operation": "create",
        "name": f"URL Upload Test {int(time.time())}",
        "image": TEST_IMAGE_URL,
        "uploaded_to": PAGE_ID,
    })
    print(json.dumps(json.loads(result.content[0].text), indent=2))

asyncio.run(main())
PY

bash

cd fastmcp_server
python3 -m pytest tests/test_manage_images.py -v

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Full README

BookStack MCP Server

This repository hosts a Python FastMCP-based server that exposes consolidated tools for managing a BookStack instance. The flagship capabilities are the image gallery management workflows that power authoring experiences in downstream MCP clients.

⚠️ DEPRECATION NOTICE: The TypeScript/mcp-framework server (src/ directory) is deprecated and no longer maintained. All development has moved to the Python FastMCP server (fastmcp_server/ directory). Please migrate to the Python server for the latest features and bug fixes.

Quick start

# Install Python dependencies for the FastMCP server
pip install -r fastmcp_server/requirements.txt

Launch the FastMCP server after exporting your BookStack credentials (see below):

cd fastmcp_server
python3 -m fastmcp_server

Required environment

Copy .env.example to .env and populate these variables before invoking any BookStack tools:

BS_URL=https://your-bookstack.example.com
BS_TOKEN_ID=...
BS_TOKEN_SECRET=...

The API token must belong to a user that can view and manage the image gallery. Local helper scripts use set -a && source .env so the values apply to ad-hoc Python snippets as well.

BookStack tools

The Python FastMCP server provides comprehensive BookStack management through consolidated tools:

Content Management

bookstack_content_crud — unified CRUD operations for books, bookshelves, chapters, and pages (Letta-compatible)
bookstack_list_content — list and filter content entities with pagination
bookstack_search — full-text search across BookStack content
bookstack_batch_operations — bulk create, update, and delete operations

Image Gallery Management

bookstack_manage_images — unified create/read/update/delete/list interface for images
bookstack_search_images — advanced discovery with extension, date, size, and usage filters

All tools are registered by fastmcp_server/bookstack/tools.py and surfaced automatically when the FastMCP server starts.

📘 Letta Compatibility: If you're using Letta as your MCP client, please read docs/LETTA_COMPATIBILITY.md for important compatibility requirements and best practices.

Image uploads from URLs

bookstack_manage_images accepts three input shapes for the image/new_image fields during create and update operations:

Plain base64 strings
Data URLs (data:image/png;base64,...)
HTTP or HTTPS URLs

When a URL is supplied the tool:

Streams the remote image with a 30 second timeout and a 50 MB limit
Restricts schemes to HTTP/HTTPS to avoid SSRF
Validates the MIME type against BookStack's accepted formats (jpeg, png, gif, webp, bmp, tiff, svg+xml)
Infers a filename from the URL path when one is not supplied

Required BookStack parameters

BookStack's POST /api/image-gallery endpoint enforces two additional fields beyond the binary payload:

type — must be gallery for standard content images (use drawio only when uploading diagrams.net PNGs)
uploaded_to — the numeric page ID to attach the image to. BookStack rejects uploads without a real page context.

The tool surfaces these as optional inputs named image_type and uploaded_to. Default values of gallery and 0 preserve backward compatibility while allowing callers to target specific pages when required.

Manual verification against a live instance

After exporting your environment variables you can confirm an end-to-end URL upload with the following snippet (replace PAGE_ID with an existing page id):

cd /opt/stacks/bookstack-mcp/Bookstack-MCP
set -a && source .env && set +a
python3 - <<'PY'
import asyncio, json, time
from fastmcp import FastMCP
from fastmcp_server.bookstack.tools import register_bookstack_tools

TEST_IMAGE_URL = "https://upload.wikimedia.org/wikipedia/commons/4/47/PNG_transparency_demonstration_1.png"
PAGE_ID = 39  # replace with a page id from your BookStack instance

async def main():
    mcp = FastMCP("manual-test")
    register_bookstack_tools(mcp)
    tool = await mcp.get_tool("bookstack_manage_images")
    result = await tool.run({
        "operation": "create",
        "name": f"URL Upload Test {int(time.time())}",
        "image": TEST_IMAGE_URL,
        "uploaded_to": PAGE_ID,
    })
    print(json.dumps(json.loads(result.content[0].text), indent=2))

asyncio.run(main())
PY

You should receive a JSON payload describing the uploaded image, including thumbnails and the uploaded_to identifier. A 422 error means BookStack rejected the request (common causes: missing uploaded_to, disallowed MIME type, image exceeding the 50 MB limit). A 404 response typically indicates the API token lacks gallery permissions.

Testing

Run the Python unit tests for the BookStack tools:

cd fastmcp_server
python3 -m pytest tests/test_manage_images.py -v

The suite covers URL handling, timeout and size enforcement, invalid scheme rejection, and the forwarding of type/uploaded_to metadata.

Additional references

FastMCP docs: https://gofastmcp.com/
BookStack API reference: https://www.bookstackapp.com/docs/api/
Product requirements for the image gallery tools: docs/PRD-Image-Gallery-Management.md

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

ready

Auth

mcp, api_key

Streaming

Yes

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript, streaming

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.

Trust confidence is not low and verification freshness is acceptable.

Protocol support is explicitly confirmed in contract metadata.

Invocation examples

curl -s "https://xpersona.co/api/v1/agents/mcp-oculairmedia-bookstack-mcp/snapshot"

curl -s "https://xpersona.co/api/v1/agents/mcp-oculairmedia-bookstack-mcp/contract"

curl -s "https://xpersona.co/api/v1/agents/mcp-oculairmedia-bookstack-mcp/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors

GITLAB_AI_CATALOGgitlab-mcp

Rank

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_AI_CATALOGrmcp-openapi

Rank

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_AI_CATALOGrmcp-actix-web

Rank

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP

Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key"
  ],
  "requires": [
    "mcp",
    "lang:typescript",
    "streaming"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": true,
  "inputSchemaRef": "https://github.com/oculairmedia/Bookstack-MCP#input",
  "outputSchemaRef": "https://github.com/oculairmedia/Bookstack-MCP#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:46:46.535Z",
  "sourceUpdatedAt": "2026-02-24T19:46:46.535Z",
  "freshnessSeconds": 4434567
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-oculairmedia-bookstack-mcp/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-oculairmedia-bookstack-mcp/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-oculairmedia-bookstack-mcp/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-oculairmedia-bookstack-mcp/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-oculairmedia-bookstack-mcp/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-oculairmedia-bookstack-mcp/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T03:36:13.805Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    },
    {
      "key": "cli",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract capability:cli|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-oculairmedia-bookstack-mcp/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-oculairmedia-bookstack-mcp/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:46.535Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://xpersona.co/api/v1/agents/mcp-oculairmedia-bookstack-mcp/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-oculairmedia-bookstack-mcp/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:46.535Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/oculairmedia/Bookstack-MCP#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-oculairmedia-bookstack-mcp/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:46.535Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Oculairmedia",
    "href": "https://github.com/oculairmedia/Bookstack-MCP",
    "sourceUrl": "https://github.com/oculairmedia/Bookstack-MCP",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "11 GitHub stars",
    "href": "https://github.com/oculairmedia/Bookstack-MCP",
    "sourceUrl": "https://github.com/oculairmedia/Bookstack-MCP",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-oculairmedia-bookstack-mcp/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-oculairmedia-bookstack-mcp/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]