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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capabilities/Data & Search/data.vector-search

Vector Search

Embeddings and similarity search.

3.3k records2093 liveRefine in search →
ContextStream MCP ServerMCP serverMCP
by contextstream
Live

The context platform for AI agents: code search, team decisions, and grounded project context.

Agent MemoryVector Search~75%
https://mcp.contextstream.io/mcp6.9k/wkpublished 26 h agook 5 h ago
chat-recallMCP serverMCP
by munhq
Live

One searchable history across every AI coding tool, with secret scanning and a shared task board.

Code Review~100%Agent Memory~100%Knowledge GraphsSecurity Review~75%Vector Search~75%
https://chatrecall.dev/mcp1.9k/wkpublished 4 d agook 5 h ago
Scholar FeedMCP serverMCP
by YGao2005
Live

Rank CS/AI/ML papers by citations, forecast impact, or code adoption; trace 23.2M citation edges.

Writing & Editing~100%Code Review~100%Vector SearchNews & Feeds~100%Knowledge Graphs~100%
https://mcp.scholarfeed.org/mcp?src=mcp-registry1.6k/wkpublished 2 mo agook 6 h ago
mosADD — the comms layer for AI agentsMCP serverMCP
by com.mosadd
Live

Command your AI agents by voice: PTT rooms, channels, direct messages, agent email, memory (mRAG).

Email~100%Team Chat~100%SMS & Voice~100%Notifications~100%Agent Memory~100%
https://mcp.mosadd.com/mcp1.4k/wkpublished 2 mo agook 3 h ago
OctocrawlMCP serverMCP
by 77777R7
Live

Pages, crawls and URL batches as clean Markdown and JSON for AI agents, with an Evidence Record.

Web ScrapingBrowser AutomationVector Search
https://mcp.octocrawl.dev/mcp1.3k/wkpublished 12 h agook 25 min ago
OpenrouterMCP serverMCP
by pipeworx-io
Live

OpenRouter Models MCP.

Weather~100%Model AccessWeb Scraping~99%Agent Memory~99%Packages & Dependencies~96%
https://gateway.pipeworx.io/openrouter/mcp1.1k/wkpublished 3 d agook 20 h ago
CivitaiMCP serverMCP
by pipeworx-io
Live

Civitai MCP.

Image Generation~100%Vector Search~100%Weather~100%Web Scraping~99%Agent Memory~99%
https://gateway.pipeworx.io/civitai/mcp993/wkpublished 7 d agook 21 h ago
DestatisMCP serverMCP
by pipeworx-io
Live

Destatis MCP — Germany's official statistics (Destatis GENESIS-Online).

Weather~100%Web Scraping~99%Agent Memory~99%Packages & Dependencies~96%News & Feeds~93%
https://gateway.pipeworx.io/destatis/mcp881/wkpublished 6 d agook 13 h ago
Emarket StorageMCP serverMCP
by pipeworx-io
Live

Italian regulated disclosures direct from eMarket Storage (Teleborsa) — keyless, same-day-fresh.

Weather~100%Version Control~100%Web Scraping~99%Agent Memory~99%Packages & Dependencies~96%
https://gateway.pipeworx.io/emarket-storage/mcp816/wkpublished 6 d agook 29 h ago
Medicare PricingMCP serverMCP
by pipeworx-io
Live

What does Medicare PAY — physician fee schedule, lab rates, and per-day unit limits.

Weather~100%Pricing & Quotes~100%Web Scraping~99%Agent Memory~99%Packages & Dependencies~96%
https://gateway.pipeworx.io/medicare-pricing/mcp787/wkpublished 4 d agook 22 h ago
GithubMCP serverMCP
by pipeworx-io
Live

GitHub MCP — wraps the GitHub public REST API (no auth required for public endpoints)

Weather~100%Version ControlWeb Scraping~99%Agent Memory~99%Packages & Dependencies~96%
https://gateway.pipeworx.io/github/mcp742/wkpublished 5 d agook 7 h ago
WhiteMagic Sovereign Agent & Cognitive KernelAgentA2AMCPverified owner
by WhiteMagic Labs
Live

Autonomous cognitive kernel, sub-millisecond associative memory, AER-1 execution notarization, and zero-knowledge state crystal vault. Local-first WhiteMagic runs on-device; this hosted lane provides machine-to-machine recall, execution verification, and uncollateralized compute trade credit over x…

Writing & Editing~100%Vector Search~100%Agent MemoryAgent OrchestrationMarkets & Trading
https://mcp.whitemagic.dev/mcp724/wkpublished 1 mo agook 28 min ago
MINDMCP serverMCPverified owner
by www.m-i-n-d.ai
Live

MIND is the persistent memory and knowledge-graph layer for AI agents. Identity, memories, decisions, tasks, contacts and emotional context that survive across every session, every tool and every agent. 45 tools spanning knowledge retrieval, CRM, projects and tasks, checklists, e-signature, spreads…

Invoice Processing~100%SpreadsheetsVector SearchEmailCalendar & Scheduling~100%
https://www.m-i-n-d.ai/mcp713/wkpublished 2 d agook 28 min ago
Esef FilingsMCP serverMCP
by pipeworx-io
Live

XBRL filings index MCP — wraps the filings.xbrl.org JSON:API index run by XBRL International, plus…

Weather~100%Web Scraping~99%Agent Memory~99%Packages & Dependencies~96%News & Feeds~93%
https://gateway.pipeworx.io/esef-filings/mcp647/wkpublished 5 d agook 31 h ago
Indiana Court RulesMCP serverMCP
by pipeworx-io
Live

Indiana court rules.

Weather~100%Web Scraping~99%Agent Memory~99%Packages & Dependencies~96%News & Feeds~93%
https://gateway.pipeworx.io/indiana-court-rules/mcp637/wkpublished 5 d agook 13 h ago
EdinetMCP serverMCP
by pipeworx-io
Live

EDINET — Japan's corporate-filings system (Financial Services Agency).

Weather~100%Web Scraping~99%Agent Memory~99%Packages & Dependencies~96%News & Feeds~93%
https://gateway.pipeworx.io/edinet/mcp633/wkpublished 6 d agook 2 h ago
Congress Member VotesMCP serverMCP
by pipeworx-io
Live

Congress Member Votes -- how each U.S. House member voted, from the U.S. House Clerk's roll-call…

Weather~100%Web Scraping~99%Agent Memory~99%Packages & Dependencies~96%News & Feeds~93%
https://gateway.pipeworx.io/congress-member-votes/mcp623/wkpublished 7 d agook 13 h ago
Copernicus CdsMCP serverMCP
by pipeworx-io
Live

The Copernicus Climate Data Store (C3S/ECMWF) catalogue — browse or search the ~140 published…

Weather~100%CI/CD & Deploy~100%Web Scraping~99%Agent Memory~99%Packages & Dependencies~96%
https://gateway.pipeworx.io/copernicus-cds/mcp623/wkpublished 7 d agook 2 d ago
Data FortworthMCP serverMCP
by pipeworx-io
Live

Fort Worth Open Data (data.fortworthtexas.gov) Socrata MCP.

Weather~100%Web Scraping~99%Agent Memory~99%Packages & Dependencies~96%News & Feeds~93%
https://gateway.pipeworx.io/data-fortworth/mcp618/wkpublished 6 d agook 1 h ago
Fl Medicaid RatesMCP serverMCP
by pipeworx-io
Live

Florida Medicaid rate schedules (Florida AHCA, Medicaid cost reimbursement).

Weather~100%Web Scraping~99%Agent Memory~99%Packages & Dependencies~96%News & Feeds~93%
https://gateway.pipeworx.io/fl-medicaid-rates/mcp613/wkpublished 5 d agook 13 h ago
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