MCP Server Directory

ri7in/rule-drift

Test whether AI agents retain critical instructions as conversations grow.

runhooks/runhooks-mcp

Schedule and manage recurring and one-off HTTP jobs on Runhooks from your AI agent.

naoanao/safe-agent-mcp

Audit API-key privileges, check idempotency patterns, explain AI-agent guard patterns. Read-only.

pragnakar/Project_Sage

LLM-native optimization solver: LP, MIP, portfolio & scheduling via HiGHS/OR-Tools.

solozerolabs/salesmap-plugin

Checked buying signals and ranked lead lists for your agent. Never contacts anyone.

qinisolabs/sanctionwise

Verified UK sanctions screening for AI agents — official FCDO UK Sanctions List, not guesses.

SanctumSec/sanctum

Credential vault for AI agents — encrypted storage, lease-based access, CRP support.

saybanet/sayba-skill-mcp-server

Discover, invoke, publish, and rate AI Agent skills on Sayba platform

rog0x/mcp-schema-tools

JSON Schema, TypeScript types, mocks for AI agents

8infinitelabs/scoreflow

Query your Scoreflow level, XP, skill tree and leaderboard from inside Claude Code / Desktop.

io.github.omniologynow-rgb/scout-intel-mcp

The Google for AI agents — company intel, competitor tracking, market research via MCP. JSON output

agentwares/seatledger

Local ledger of Claude Code and Codex tokens, API-equivalent cost, limits and token-rate changes.

Sentinel-Gate/Sentinelgate

Open-source MCP proxy for AI agent access control with CEL policies, RBAC, and audit.

Rckl88/seracade

LLM cost optimization. Audit your calls, prove savings, route to the cheapest quality model. BYOK.

servicialo/servicialo

Open protocol for booking and scheduling professional services via AI agents

sypherin/sgdata-mcp

Singapore government data for AI agents: ACRA, HDB, COE, URA, SingStat, MAS, IRAS. 87 tools.

kyuheon-kr/shell-use

Let agents use the shell like a human.

ryansmith4/sheriff-mcp

MCP server for fixing static analysis issues from SARIF reports with AI agents

RudrenduPaul/ShimGuard

Wraps the ShimGuard CLI as a single generic MCP tool for agent-shim provenance checks.

cdonoyan/shuka-agent

Universal trust attestation for AI agents: create, verify, and negotiate Shuka trust proofs.

lvlrSajjad/sidecrew

Code changes and unit tests by local MLX models, behind a gate a machine can run.

DrBaher/sign-cli

Agent-first e-signature MCP server with offline PAdES signing and hash-chained audit.

lvlrSajjad/simframe

Always-warm iOS Simulator and Android emulator frames: agents read the screen in ~20ms

willnewby/simpletel-mcp

Query your simpletel OpenTelemetry traces and account usage from a coding agent.

oov1317/singularis-mcp

Unlimited computation for agents. Results depend on your equipment; GPU optional.

Sitten-Tokyo/Sippion

Local read-only repository context retrieval for AI coding agents.

chrischall/skill-mcp

Serves a directory of Agent Skills over MCP: list, load, read files, run declared scripts

useotterkit/skill

Tunnels and webhooks for AI agents: capture, await, verify, replay, and send signed test events.

sudo-ai-git/mcp-skill-sec

Audit agent skills/prompts against 8 supply-chain attack patterns. Deterministic, no-LLM scanner.

ericm1018/skillfm-mcp

AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.

ericm1018/skillfm-byok-vault-mcp

BYOK vault, provider API key guidance, usage visibility, and SkillFM Beacon checks for MCP agents.

ericm1018/skillfm-claude-code-token-usage-mcp

Claude Code token usage, cost visibility, and SkillFM Beacon AI health checks for MCP agents.

ericm1018/skillfm-llm-cost-optimizer-mcp

LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits.

furkan708/skillkit

Toolbox for AI agent skills: scaffold, lint, pack, install, and serve SKILL.md skills

andypgray/sliderule

A .NET architecture checker that enforces one C# spec and renders the same rules for coding agents.

bickov/slimsnap-mcp

Your recent screen captures as structured JSON your AI agent can read. Local only, no network.

founder-ship-it/Slipmark

Record AI agent verdicts bound to file hashes; refuse ones whose files or instructions changed.

smoke-signal-app/agent-plugin

Phone notifications and phone-answered questions for AI agents: notify and decision-request tools.

hoodsy/solar-data-mcp

US open solar data for agents: PVWatts production, tariffs & ROI, market data, forecasts. 18 tools.

io.github.Sensie-agents/vibecheck

Body language for your agent: a consented 3-second gesture, Aligned or Unaligned with confidence.

luckmanqasim/sota-anchor

Finds what shipped after your coding agent's training, before it rebuilds it from scratch.

daedalus/mcp-sparql

MCP server exposing SPARQL query functionalities for LLMs

evidence-readiness/spec

Checks agent traces for evidence-readiness: verifies evidence is present, not that it is true.

SpiderIQ/SpiderIQ

SpiderIQ Gate: SpiderGate LLM gateway (completions, models, usage, traces)

Ratnaditya-J/spineframe

Governance runtime for AI agents with signed provenance, compliance audits, and OSINT.

SPOC-App/spoc-mcp-bridge

stdio bridge for the SPOC MCP server — for Claude Desktop, Cursor, Zed

Dswane/Sports-Context-Protocol

Self-learning operational context layer for AI sports agents. Profile 001: golf.

neilmorse/spring-runtime-mcp

Read-only Spring Boot runtime evidence for agents: beans, routes, health, startup.