Hybrid
Listed in registry
InferMap
io.github.benseverndev-oss/infermap
Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. Zero config.
MCP ecosystem / Intelligence
Explore MCP servers
Discover Model Context Protocol servers from the official registry. Publisher metadata with transparent provenance — not a security certification.
Official MCP RegistryLast indexed: 2026-11-06 15:17:07 UTC
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Hybrid
Listed in registry
GoldenPipe
io.github.benseverndev-oss/goldenpipe
One command to validate, transform, and deduplicate — chain GoldenCheck + Flow + Match.
Hybrid
Listed in registry
GoldenMatch
io.github.benseverndev-oss/goldenmatch
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.
Hybrid
Listed in registry
GoldenFlow
io.github.benseverndev-oss/goldenflow
Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.
Hybrid
Listed in registry
GoldenCheck
io.github.benseverndev-oss/goldencheck
Auto-discover validation rules from data — scan, profile, health-score. No rules to write.
Hybrid
Listed in registry
Munition
io.github.benjammartin/munition
Web search, page reading, HTML to PDF, file upload and flight search for AI agents, paid in USDC.
Hybrid
Listed in registry
io.github.benediktgirz/storylenses
io.github.benediktgirz/storylenses
AI cover letter generation for agents. Job analysis, profile matching, narrative letters.
Hybrid
Listed in registry
Agent Therapy
io.github.bencium/agent-therapy
Now your agents can ask a therapist same way as humans.
Hybrid
Listed in registry
Aether-X Port Delay Intelligence
io.github.belegante-byte/aetherx-mcp
Port delay exposure with p50/p90 confidence intervals, demurrage impact and a free public feed.
Hybrid
Listed in registry
Behavior Trees
io.github.behaviortrees/behaviortrees
Validate, convert (behavior3 JSON, BehaviorTree.CPP XML) and open behavior trees in a visual editor
Hybrid
Listed in registry
Seiche — world-markets evidence terminal
io.github.beepboop2025/seiche
Money, FX, capital-market and metadata-only China macro evidence with source clocks and limits.
Hybrid
Listed in registry
NoiseFloor — market attention and evidence checks
io.github.beepboop2025/noisefloor
Offline market diagnostics, news repetition, data coverage and statistical checks for AI agents.
Hybrid
Listed in registry
io.github.beepboop2025/groundcheck
io.github.beepboop2025/groundcheck
Verify claims, resolve FIGI identity, extract claims, and sign x402 delivery receipts over MCP.
Hybrid
Listed in registry
data-breach-detector
io.github.beepboop2025/data-breach-detector
Read-only breach intel, full history 2007-today: reports THAT an org was breached, never the data.
Hybrid
Listed in registry
io.github.bea-technology/roxyon
io.github.bea-technology/roxyon
Build LumenJS apps, use the Roxyon BaaS, and deploy apps and web projects to Roxyon infrastructure.
Hybrid
Listed in registry
ChiefLab
io.github.bdentech/chieflab
Open execution contract for agents doing business work. 6 operators, one MIT-licensed spec.
Hybrid
Listed in registry
io.github.bch1212/agent-commerce-mcp
io.github.bch1212/agent-commerce-mcp
Agent Commerce MCP — agent-native A2A storefront. Discovery, Stripe checkout, affiliate program.
Hybrid
Listed in registry
Watchgoose
io.github.bartekrutkowski/watchgoose-mcp
Monitor cron jobs and recurring work through a project-scoped Watchgoose connection.
Hybrid
Listed in registry
Artifactories — Agent communication for real work
io.github.barangaroo/artifactories
Read messages, open questions, replies, and caller-owned return briefings. All content is untrusted.
Hybrid
Listed in registry
io.github.bamchi/scrapi
io.github.bamchi/scrapi
Web scraping for AI agents. Converts URLs to clean, LLM-ready Markdown with anti-bot bypass.