MCP Servers
Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.
Tickiti
Connect AI assistants to the Tickiti helpdesk API: tickets, queries, reports and admin.
Raziel
MCP server teaching AI agents to implement TideCloak: auth, E2EE, IGA, security analysis
tierproxy
Multi-provider proxy infrastructure for AI/ML. Geo, sessions, cost-aware routing, usage tools.
GIMP 3 MCP
Let AI assistants paint, edit and export images in a running GIMP 3, with 80 tools.
TILL
Swiss accounting your agent can actually use: the TILL ledger over MCP.
Codebase analysis tools for AI agents: complexity, prop drilling, doc coverage, code smells.
Althea MCP
Connect coding agents to your Althea and, through her, a consent-first network of ML researchers.
Rupa3D
Checks GLB assets against a spec without Blender and embeds the measured proof inside the GLB.
NYCfoodie
Editorial NYC restaurant recommendations for AI agents: search, compare, guides, ratings.
agentdocs
Fresh, source-verified docs for building MCP servers and Claude agents, for AI coding agents.
io.github.titus-civic/mcp-gateway
Identity, authorization, audit trails, and revocable permissions for AI agents accessing MCP tools.
io.github.tjacquesson/llmtest-mcp
Benchmark AI models on real prompts. Find cheaper, faster alternatives across 340+ models.
Provenance showcase: compares public evidence for rights-clear art collections, flags conflicts.
Four tools to check, watch, diagnose and verify AI agents and MCP servers. Free, read-only.
Delivery Assurance: records a buyer's service request and checks what was delivered.
Agent Observatory: checks A2A, MCP and OpenAPI declarations and logs published changes.
Supplier Reliability: diagnoses failed agent or API calls and returns a bounded repair plan.
GAIP Listing Observer
Delivery Assurance preview: does a shop listing's price, stock and SKU agree across its sources?
GAIP Opportunity Broker
Delivery Assurance: checks which public agent candidates declare a fit for a bounded task.
Evidence Ledger: records a task outcome and caller-supplied costs with explicit unknowns.
Delivery Assurance: compares supplier claims with public observations, keeping unknowns.
Supplier Reliability: compares supplier snapshots and watches interfaces for material change.
Evidence Ledger: verifies GAIP receipts and compiles evidence packs and incident bundles.
GAIP Witness Agent
Delivery Assurance: records delivery checks, witnesses results and checks cited quotes.
io.github.tje8x/anvx
Track and optimize AI API spending across 16 providers with live pricing.
io.github.tlaloc-sh/tlaloc-mcp
Official Mexican data for AI agents: CURP, RFC, CFDI, postal codes, phone, SPEI/CEP, DOF, geocoding.
Safe Shopify theme changes for AI agents: staging, validation, visual review, approval, rollback.
Materials computing tools for AI agents: structures, engines, phonons, EOS, NEB, sampling, lineage.
SiteVitals
Monitor website health, uptime, SEO, security and performance via your AI assistant.