Troubleshoot missing memory search results or assess local data footprint by retrieving entry count, size, distinct tags, embedding index status, and last-write timestamp from the local memory database.
AGPL 3.0
459,394 tools. Updated 2026-08-17 07:11
"A simple memory MCP server with read/write tools and vector database search" matching MCP tools:
- Inspect an MCP tool's input schema without loading its server. Use this to review arguments before activating the server or compare schemas across tools.Cryptographic Autonomy 1.0 (Combined Work Exception)
- Verify the Signalint MCP server is responsive before running diagnostics. Returns a simple 'pong' response with no side effects.MIT
- Pause write operations across the MCP server for benchmarking, AB testing, or exploration. All write tools return dry-run responses, preventing database writes.MIT
- Open a saved vector collection from disk for read-write or read-only use, enabling vector search and document retrieval.Apache 2.0
- Write facts, episodes, or entities into a Postgres-based agent memory database for deterministic storage and later querying with aggregation.
Matching MCP Servers
- Alicense-qualityDmaintenanceA secure vector-based memory server that provides persistent semantic memory for AI assistants using sqlite-vec and sentence-transformers. It enables semantic search and organization of coding experiences, solutions, and knowledge with features like auto-cleanup and deduplication.MIT
- Alicense-qualityDmaintenanceIn-memory vector store with TF-IDF vectorization and cosine similarity search, paid per call via x402 micropayments.MIT
Matching MCP Connectors
Cloudflare Workers MCP server: agent-memory
MCP server providing developer tools data including npm packages, Stack Overflow Q&A, GitHub trending repos, and code snippets for AI agents.
- Set a GTM server container's tagging server URLs (the deployed endpoint for server-side tagging) via a safe read-modify-write that preserves other fields, updating configuration only.MIT
- Execute a read-only GraphQL query to access relationship traversals, aggregations, or fields not available through typed search tools.Apache 2.0
- Check if the MCP server is alive and responsive. Returns a pong with timestamp and server version.MIT
- Search for specific capabilities across MCP servers by matching tool names and descriptions. Find tools like 'get weather' or 'query postgres' along with server grade and endpoint.MIT
- Search memories by natural-language query with optional importance and similarity filters. Returns ranked results with similarity scores.MIT
- Removes all saved connection credentials for every company in the MCP server, effectively clearing API keys from memory.Apache 2.0
- Find similar vector embeddings in Zilliz Cloud collections using vector similarity search with optional filtering and result customization.Apache 2.0
- Retrieve and analyze the configuration of the Sinch MCP server to identify enabled or disabled tools, along with troubleshooting details for disabled tools.Apache 2.0
- Search for similar vectors in Baidu Vector Database tables while filtering results by scalar attributes to find relevant data points efficiently.Apache 2.0
- Save facts, decisions, or preferences to persistent memory that retains across agent sessions. Encrypts content and generates vector embeddings for semantic search.Apache 2.0
- Search personal memory layers using vector similarity and keyword fusion to retrieve relevant episodic, semantic, or procedural information.AGPL 3.0
- Find relevant code chunks by querying a vector database with semantic similarity. Returns confidence-labeled results for functional questions about code behavior.MIT
- Run custom JavaScript to discover, compose, and execute tools from any MCP server in a single call.MIT
- Find the right tool for any network action: search by query (e.g., 'create a VLAN') using semantic and keyword matching, then use the returned name to invoke read or write tools.MIT