Tag “embeddings” — 77

io.form/formio-mcp

form.io

Create and manage Form.io forms, resources, actions, roles, and projects from your AI agent.

Seamless

thereisnospoon.org

Local-first shared memory and task coordination for AI coding agents. Go daemon plus headless CLI.

freellmpool

0xzr.github.io

OpenAI-compatible MCP gateway pooling 24 LLM providers with routing, failover, quota, and tools.

io.github.2s-io/mcp

2s.io

575+ agent tools: data, AI gateway, storage/queues/watchers. x402 USDC, no keys, usage billing.

coldstart

coldstartmcp.dev

Codebase memory for AI agents: an AST index plus agent-written notes that self-stale.

Exomem

substratesystems.io

Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.

Autonomy x402 Tools

autonomylabsweb.tech

Pay-per-call agent tools over x402: site audits, llms.txt generation, wallet watch, catalog.

Agent Coherence — Stale Write Guard (FS)

agent-coherence.dev

Coherence guard for shared files: denies stale writes so agents don't silently overwrite each other.

Contentrain

ai.contentrain.io

Git-native content governance for AI agents — 24 deterministic MCP tools over stdio and HTTP.

io.github.DanceNitra/inspeximus

pypi.org

Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.

Codebase Memory

deusdata.github.io

Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

ContextLayer

app.dotnova.io

Intelligent context infrastructure for AI teams: knowledge graph, sessions, tasks, documents.

io.github.GCTRL-TECH/gctrl

gctrl.tech

Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.

io.github.HBarefoot/engram

next.henrybarefoot.com

Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.

io.github.JonasFuchss/x402-trust-mcp

x402.fuchss.app

Trust & reliability data for x402 endpoints before your agent pays them.

FeedNest

feednest.com

Your curated sources (RSS, YouTube, podcasts, Google News) as context for any AI agent. 26 tools.

MarsNMe

marsnme.com

Agent-agnostic memory backend that preserves continuity between humans and AI over time.

Agent402.Tools: pay-per-call web tools

agent402.tools

Agentic Finance: 500+ tools for AI agents over x402 or MPP, free via PoW, or prepaid card credits

io.github.ModelPiper/toolpiper

modelpiper.com

300+ on-device MCP tools for macOS — local AI, voice, vision, browser automation, system control.

karst

pypi.org

Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.

Octocode

octocode.muvon.io

AI-powered code indexer with semantic search and knowledge graphs

Titen Memory

titen.dev

Evidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1

Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.

Knowledge Base von designare.at – Michael Kanda, Web & KI aus Wien. Semantische Suche über RAG.

Persistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in.

Monitor reviews on 50+ platforms: fetch, tag, translate, AI insights, rating history, webhooks.

Encrypted-first embedded database with vector search and agent memory, exposed as MCP tools

Budget & cost control for AI agents — per-agent spend caps + rate limits before each call.

Search, read, annotate, and add to your Zotero research library, local or web.

Hosted public-page screenshots and PDFs with guarded Chromium and inline MCP artifacts.

Agent memory on your own Postgres that flags superseded facts and abstains instead of guessing.

Foundation discovery and grant intelligence for nonprofits. 174K+ US funders, IRS 990 data.

Verify contractor licenses: 50 states + DC + 8 cities — status, expiration, disciplinary history.

Palim

smithery.ai

Hosted MCP memory server: save sessions and decisions once, search them from Claude, Cursor, ChatGPT, and other MCP clients. EU-hosted. Explicit save + PostgreSQL full-text search (not embeddings). Setup: https://api.usepalim.com/setup — Docs: https://usepalim.com/en/docs/ — Examples: https://github.com/joleschmidt/palim-mcp-examples

dev.mcpgrade/mcp

mcpgrade.dev

Security grades (A-F) for MCP servers. Check one before you install or trust it. mcpgrade.dev

63 pay-per-call tools for agents: vision, text, data, web, blockchain. USDC on Base via x402.