Skip to main content

Shared ONNX/GGUF embedding server for the n24q02m MCP ecosystem

Project description

mcp-core

Shared foundation for building MCP servers -- Streamable HTTP transport, OAuth 2.1, browser-based credential setup, and a shared embedding daemon.

Sister projects from n24q02m (click to expand)
Project Tagline Tag
better-code-review-graph Knowledge graph for token-efficient code reviews -- semantic search and call-... MCP
better-email-mcp IMAP/SMTP email for AI agents -- read, send, organize folders, and manage att... MCP
better-godot-mcp Composite MCP server for Godot Engine -- 17 composite tools for AI-assisted g... MCP
better-notion-mcp Markdown-first Notion for AI agents -- pages, databases, blocks, and comments... MCP
better-telegram-mcp Telegram for AI agents -- messages, chats, media, and contacts across both bo... MCP
claude-plugins Claude Code plugin marketplace for the n24q02m MCP servers -- install web sea... Marketplace
imagine-mcp Image and video understanding + generation for AI agents -- across Gemini, Op... MCP
jules-task-archiver Chrome Extension for bulk operations on Jules tasks via batchexecute API -- a... Tooling
mcp-core Shared foundation for building MCP servers -- Streamable HTTP transport, OAut... MCP
mnemo-mcp Persistent AI memory with hybrid search and embedded sync. Open, free, unlimi... MCP
qwen3-embed Lightweight Qwen3 text embedding and reranking via ONNX Runtime and GGUF Library
skret Secrets without the server. CLI
tacet TACET: a self-distilling neuro-symbolic cascade that amortises LLM cost in kn... Tooling
web-core Shared web infrastructure package for search, scraping, HTTP security, and st... Library
wet-mcp Open-source MCP server for AI agents: web search, content extraction, and lib... MCP

Table of contents

mcp-core is the shared foundation for the n24q02m MCP servers: a Streamable HTTP transport, an OAuth 2.1 Authorization Server, lifecycle management, install automation, and a shared embedding daemon.

mcp-core is the functional successor to the archived mcp-relay-core. All crypto, storage, OAuth, relay, and schema modules from mcp-relay-core ship under the same paths in mcp-core (1:1 superset), so downstream MCP servers can migrate with a pure import + dependency rename. See the Migration guide for the rename table.

Packages

Package Language Registry Install
packages/core-py Python 3.13 PyPI: n24q02m-mcp-core pip install n24q02m-mcp-core
packages/core-ts TypeScript / Node 24 npm: @n24q02m/mcp-core bun add @n24q02m/mcp-core
packages/embedding-daemon Python 3.13 PyPI: mcp-embedding-daemon pip install mcp-embedding-daemon

All three packages share the same version (semantic-release.toml bumps both Python pyproject.toml files plus the npm package.json in lockstep).

What you get

n24q02m-mcp-core (Python) and @n24q02m/mcp-core (TypeScript)

Identical public API in both languages:

  • crypto/ — ECDH P-256, AES-256-GCM, HKDF-SHA256 primitives. Cross-language test vectors guarantee Python and TypeScript produce the same ciphertext for the same input.
  • storage/PerPluginStore, the per-plugin encrypted credential store. Single-user (stdio / HTTP) writes ~/.<plugin>-mcp/config.json encrypted with a machine-bound key; HTTP multi-user writes ~/.<plugin>-mcp/subs/<sub>/config.json encrypted with a key derived from the CREDENTIAL_SECRET env var (salt <plugin>:<sub>). Pluggable CredentialBackends (LocalFsBackend, CfKvBackend) decouple the on-disk layout from serverless deployments. Also ships session lock files and config resolver helpers. The legacy shared config.enc file (storage.config_file) is deprecated.
  • auth/ — the self-hosted OAuth 2.1 Authorization Server that downstream servers actually run: create_local_oauth_app (Starlette ASGI app serving /authorize, /token, the /.well-known/oauth-* metadata, and the browser-rendered credential form), render_credential_form, the optional shared-password gate at /login (MCP_RELAY_PASSWORD, empty disables it), and create_delegated_oauth_app for upstream-redirect / device-code multi-user flows.
  • oauth/ — OAuth 2.1 primitives consumed by auth/: JWTIssuer (RS256), SqliteUserStore for multi-user mode, and OAuthProvider, the legacy mcp-relay-core PKCE-over-relay provider retained for migration.
  • relay/RelaySession, create_session, poll_for_result, send_message plus the EFF Diceware wordlist for passphrase generation. This is the legacy mcp-relay-core ECDH relay-client path used by OAuthProvider; the live setup UX is the auth/ browser credential form.
  • schema/RelayConfigSchema TypedDict that downstream servers use to declare their config form.
  • transport/StreamableHTTPServer wrapper around FastMCP / @modelcontextprotocol/sdk Streamable HTTP transport, plus OAuthMiddleware (RFC 6750 + RFC 9728 compliant Bearer validation).
  • lifecycle/LifecycleLock cross-platform file lock that prevents two server instances from binding the same (name, port) pair.
  • install/ (Python only) — AgentInstaller that writes MCP server entries into Claude Code, Cursor, Codex, Windsurf, and OpenCode config files.

mcp-embedding-daemon

FastAPI HTTP server scaffold for the upcoming shared ONNX/GGUF embedding backend. Currently exposes:

  • GET /health — returns {status, version}
  • POST /embed — returns 501 with a roadmap link (backend wiring lands in the next release)
  • POST /rerank — returns 501 with a roadmap link

CLI entry point: mcp-embedding-daemon --host 127.0.0.1 --port 9800.

Quick start (Python)

from mcp_core import RelaySession, create_session, decrypt
from mcp_core.transport.streamable_http import StreamableHTTPServer
from mcp_core.oauth import JWTIssuer
from mcp_core.transport.oauth_middleware import OAuthMiddleware
from fastmcp import FastMCP

mcp = FastMCP("my-server")

issuer = JWTIssuer("my-server")
issuer  # Use issuer.issue_access_token(sub) / verify_access_token(token)

middleware = [OAuthMiddleware(issuer=issuer, resource_metadata_url="http://127.0.0.1:9876/.well-known/oauth-protected-resource")]
server = StreamableHTTPServer(mcp, port=9876, middleware=middleware)
server.run()

Quick start (TypeScript)

import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js'
import { JWTIssuer } from '@n24q02m/mcp-core/oauth'
import { OAuthMiddleware, StreamableHTTPServer } from '@n24q02m/mcp-core/transport'

const server = new McpServer({ name: 'my-server', version: '0.0.0' })
const issuer = new JWTIssuer('my-server')
await issuer.init()

const middleware = new OAuthMiddleware({
  jwtIssuer: issuer,
  resourceMetadataUrl: 'http://127.0.0.1:9876/.well-known/oauth-protected-resource'
})

const http = new StreamableHTTPServer({ server, port: 9876, oauthMiddleware: middleware })
await http.connect()
// Then mount http.handleRequest(req, res) on your http.Server / Express / Hono.

Documentation

Full docs at mcp.n24q02m.com/servers/mcp-core/architecture/ (Foundation library section in the MCP n24q02m unified docs site):

  • Architecture -- transport, OAuth AS, lifecycle, multi-user primitives
  • Trust model -- threat model + key-handling guarantees
  • Migration -- breaking-change history and upgrade paths from mcp-relay-core
  • Shared services -- embedding daemon + ancillary docker-compose stack

Source of truth lives in n24q02m/claude-plugins/plugins/mcp-core/. Edit there; this repo's docs/ directory is intentionally minimal post-migration.

Development

mise run setup            # install runtimes + deps + pre-commit hooks
bun install               # root TypeScript workspace install

# Python (per package)
cd packages/core-py
uv sync --group dev
uv run pytest
uv run ty check
uv run ruff check .

# TypeScript
cd packages/core-ts
bun run test
bun run check
bun run build

License

MIT

Project details


Release history Release notifications | RSS feed

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

mcp_embedding_daemon-1.18.0b13.tar.gz (27.3 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

mcp_embedding_daemon-1.18.0b13-py3-none-any.whl (8.8 kB view details)

Uploaded Python 3

File details

Details for the file mcp_embedding_daemon-1.18.0b13.tar.gz.

File metadata

  • Download URL: mcp_embedding_daemon-1.18.0b13.tar.gz
  • Upload date:
  • Size: 27.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: uv/0.11.22 {"installer":{"name":"uv","version":"0.11.22","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

File hashes

Hashes for mcp_embedding_daemon-1.18.0b13.tar.gz
Algorithm Hash digest
SHA256 d56bec7058f51d57023a3f77ba742db4b1e44adedf73ecc51084ec1c1a8f37a9
MD5 d455cabc0ea8157db220d634ac4ce4cf
BLAKE2b-256 05fb3c6b1b940d934b751950ad06d9c0097fcaf2bd7269fc13bb67e8a26de078

See more details on using hashes here.

File details

Details for the file mcp_embedding_daemon-1.18.0b13-py3-none-any.whl.

File metadata

  • Download URL: mcp_embedding_daemon-1.18.0b13-py3-none-any.whl
  • Upload date:
  • Size: 8.8 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: uv/0.11.22 {"installer":{"name":"uv","version":"0.11.22","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

File hashes

Hashes for mcp_embedding_daemon-1.18.0b13-py3-none-any.whl
Algorithm Hash digest
SHA256 951f97c494f0c71c7ecef3dfeaa2c914e48bcdbe577123873fc60e960bca058b
MD5 66a13d72b5dd51b69732ff5d68ba5500
BLAKE2b-256 2ec4aac170aa633356c05c33739fc0116ecb9725095088ec051ada9735a556f4

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page