AgentIndex icon
AgentIndex
mcp-ts-core logo
mcp-ts-core
★ 153
vs
MemoryPilot logo
MemoryPilot
★ 18

mcp-ts-core vs MemoryPilot

mcp-ts-core: @cyanheads/mcp-ts-core is a TypeScript framework for building MCP servers. It offers declarative tool/resource/prompt definitions with Zod schemas, pluggable authentication, multi-backend storage, OpenTelemetry observability, and runs on both local (stdio/HTTP) and edge (Cloudflare Workers) runtimes. The framework handles infrastructure concerns like transport, auth, storage, config, logging, and lifecycle, so developers can focus on writing business logic.; MemoryPilot: MemoryPilot is a state-of-the-art MCP memory server that gives AI coding assistants persistent, searchable memory. It features hybrid search (BM25 + multilingual embeddings), temporal knowledge graph, GraphRAG, AAAK compression, and zero-shot auto-classification. It is 100% local, runs as a single binary, and achieves 99.1% R@5 on the LongMemEval benchmark.

01

TL;DR

mcp-ts-core logo
mcp-ts-coreRAG / Knowledge Base · ★ 153

Building MCP servers for AI tools and agents

Read mcp-ts-core full review →
MemoryPilot logo
MemoryPilotRAG / Knowledge Base · ★ 18

Persistent memory for AI coding assistants across sessions

Read MemoryPilot full review →
02

Side-by-Side Comparison

Field
mcp-ts-core logomcp-ts-core
MemoryPilot logoMemoryPilot
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 153
★ 18
License
Apache-2.0
NOASSERTION
Install Command
bunx @cyanheads/mcp-ts-core init my-mcp-server && cd my-mcp-server && bun install
git clone https://github.com/Soflutionltd/MemoryPilot.git && cd MemoryPilot && ./install.sh
Updated
1w ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai, cloudflare-workers, llm
ai, cursor, embeddings
03

Features

mcp-ts-core logomcp-ts-core
01Declarative definitions with Zod schemas for tools, resources, and prompts
02Unified Context object with logging, state, elicitation, sampling, and cancellation
03Inline authorization scopes on definitions
04Task tools for long-running operations with lifecycle management
05Multi-backend storage (in-memory, filesystem, Supabase, Cloudflare D1/KV/R2)
MemoryPilot logoMemoryPilot
01Hybrid search (BM25 + multilingual-e5-small RRF)
02Temporal knowledge graph with validity and confidence
03GraphRAG with auto entity extraction and combinatorial reranking
04AAAK compression (5-10x token savings)
05Zero-shot auto-classification of memories
04

Use Cases

mcp-ts-core logomcp-ts-core
↳Building MCP servers for AI tools and agents
↳Developing declarative tool, resource, and prompt definitions for LLM interactions
↳Deploying MCP servers on local environments or edge platforms like Cloudflare Workers
MemoryPilot logoMemoryPilot
↳Persistent memory for AI coding assistants across sessions
↳Automatic organization and retrieval of project knowledge
↳Cross-session context recall for bug fixes and architecture decisions
FAQ

FAQ

What is the difference between mcp-ts-core and MemoryPilot?
Both mcp-ts-core and MemoryPilot are in the RAG / Knowledge Base category. mcp-ts-core has 153 stars, while MemoryPilot has 18 stars.
Which is better, mcp-ts-core or MemoryPilot?
The best choice depends on your use case. Choose mcp-ts-core if Building MCP servers for AI tools and agents, and MemoryPilot if Persistent memory for AI coding assistants across sessions.
Is mcp-ts-core free or open source?
Yes, mcp-ts-core is open source on GitHub (Apache-2.0).
Is MemoryPilot free or open source?
Yes, MemoryPilot is open source on GitHub (NOASSERTION).
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Related

Alternatives to mcp-ts-core →Alternatives to MemoryPilot →mcp-ts-core details →MemoryPilot details →