Agentfit
MukundaKatta/agentfit-mcp
Token-aware message truncation: fit a chat history into your model's context budget.
Agentguard
MukundaKatta/agentguard-mcp
Network-egress firewall for agent tools: check URLs against a declarative policy.
Agentic House Search
asturksever/agentic-house-search-data-registry
UK neighbourhood research from government open data: postcode reports, comparisons, 45 datasets.
Agentic Video
tlq5l/agentic-video
Local video tools for AI agents: contact sheets, transcripts, cuts, loudness and sync checks.
Agenticmemory
jyswee/agenticmemory
Persistent memory for AI agents — history, context, semantic search, queues. 46 tools, stdio/SSE.
Agentify
sani-savaliya/agentify
Turn any OpenAPI/Swagger spec into an MCP server - every API operation becomes an agent tool.
AgentLoopKit
abhiyoheswaran1/AgentLoopKit
Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and status.
agentmailkit
ariaxhan/agentmailkit
Run scheduled LLM-written email digests from local files and feeds. Local-first MCP server.
agentRamen
palrajjp/agentRamen
Local-first codebase intelligence for coding agents: indexes code and Git history into SQLite.
Agentskin
Shawn5cents/agentskin
The Semantic Layer for AI Agents. Prunes noisy API data by 70%+ for token-efficient reasoning.
agentsocks
Aelethion/agentsocks
Claude Code and Codex sessions message each other and share tracked tasks, one machine by default.
AgentTakt
ryoohshima/AgentTakt
Review, edit, and approve AI agent task plans in a ComfyUI-style visual node editor in your terminal
AgentWatch
nicofains1/agentwatch
Multi-agent observability: cascade failure detection, heartbeats, and forensic replay
AGT agent names
agtnames/agt
Resolve, verify and discover .agt agent names: owner, records, signed manifest, endpoints.
AI Context Inspector
cocaxcode/ai-context-inspector
Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and memories.
AI Pensieve
AS-XS/AI-Pensieve-MCP
Search and cross-reference local AI chat history with read-only tools and source citations.
ai tag debugger
analitikisler/ai-tag-debugger
QA-tests your site analytics, ad and consent tags (GA4, GTM, Ads, Meta, TikTok) from chat.
AI-Cost-CLI
ufhouck/aicost
AI API cost calculator, recommender & MCP server. 29 models across text/image/video/audio.
Aidimag
AiDimag/aidimag
Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue.
Aiglare
nugehs/aiglare
Audit AI/LLM features for governance guardrails: confidence, fallback, validation, human-in-loop.
Aileron Journal
aileron-sh/aileron
Read-only queries over Aileron audit journals: verify integrity, search recorded tool calls
Airlox
claudezss/airlox
Run your coding agent's commands on machines you own: a sandboxed job slot, not an SSH login.
AirSCP
kleash/airscp
Drive AirSCP, the Mac app for SCP/SFTP file transfers, SSH servers and Windows Remote Desktop
Alchemy
fernforge/alchemy
Serves the Alchemy writing ruleset to any agent, so its prose loses the usual LLM tells.
Alexa
chrischall/alexa-mcp
Amazon Alexa for Claude — Echo devices, announcements, routines, smart home, lists
Algeria
syscli/algeria-mcp
Algeria's 69 wilayas and 1541 communes, GPS lookups, and checks for Algerian formats.
Ambit
zz-plant/ambit
Capability graph of your agent stack: what it can do, what to set up next, what breaks.
AMIRA
AM-Digital-Research-Environment/amira-mcp-server
Read-only access to AMIRA, the Africa Multiple research-data platform on Omeka S.
Amtrak
pipeworx-io/mcp-amtrak
Amtrak MCP — live Amtrak train tracking via the community Amtraker API (api-v3.amtraker.com, a…
amu-pgvector
sangaraju1988/amu-pgvector
Lineage-gated agent memory tools on Postgres + pgvector, enforced by row-level security.
andon
gulmezeren2-byte/andon
Deterministic verification for AI-generated analysis: run a spec, inspect or diff a workbook
Ansible
YawLabs/ansible-mcp
Ansible checkout truth: module specs, task args, roles, inventory, plays, upgrade impact
Anyfetch
aliasmode/anyfetch
Web search and web fetch with no API keys. Reads the sites that refuse AI agents.
AON
leo007-htun/AON
Self-hosted, uncensored AI agent: ask it tasks, search its long-term memory and your documents.
Apple Mail
jakobfigur/apple-mail-mcp
Privacy-first local MCP for Apple Mail on macOS: inbox context, drafts, approvals, and follow-ups.
apple-fm
sophiacave/apple-fm-mcp
Apple Foundation Models on-device. Generate, summarize, classify via Apple Intelligence.
ApplyGenie
Eternalcodertanishq3/applygenie-mcp
Autonomous job application copilot, ATS form filler, and AI mock interview engine.
AppWrangler
IntarsO/AppWrangler
Per-app CPU, efficiency-core and memory control for Apple Silicon Macs, with suggestions and undo.
Apuração Eleições 2026 (TSE)
daniel-filius/apuracao-2026-mcp
Resultados oficiais parciais das eleições brasileiras 2026 (TSE) por UF, cargo e município.
Arcaeon
Arcaeon-io/arcaeon
A record of what an agent did that the agent cannot quietly rewrite, and a way for anyone to check.
Arcgis Charlotte
pipeworx-io/mcp-arcgis-charlotte
City of Charlotte GIS — Charlotte, North Carolina open geospatial data (ArcGIS).
Arch Deterministic
archradhq/arch-deterministic
Deterministic IR/IR-LINT validation, policy packs, drift vs exports (archrad). Apache-2.0.
Arcus Agent Gateway
alekskram/arcus-agent-gateway
Read-only MCP gateway to 194 tokenized US equities on Robinhood Chain: quotes, holders, whale moves.
Arkgate
pedroknigge/arkgate
When the agent writes a bad import, the write doesn’t land. The same check fails the pull request.
armor
studiomeyer-io/mcp-armor
Security sidecar for MCP servers: 11 read-only control-plane tools for prompt-injection checks.
Art Institute Chicago
cyanheads/art-institute-chicago-mcp-server
Search the Art Institute of Chicago collection: artworks, artists, exhibitions, and audio guides.
Artha Council
akira231097/artha-council
Auditable equity research and fail-closed broker execution for US and Indian cash equities.
Aster Agent Gateway
alekskram/aster-agent-gateway
Read-only MCP gateway to Aster DEX: 24/7 gold, oil and equity perps, funding with real intervals.