CrewAI

A

Agnuxo1/benchclaw-integrations

Various

BenchClaw adapters for LangChain, LlamaIndex, CrewAI, Ollama Open WebUI, LobeChat, n8n, Dify, Continue.dev and more. Lets any agent framework submit to the P2PCLAW leaderboard.

4

4everland/4everland-hosting-mcp

Various

🎖️ 📇 🏠 🍎 🐧 - An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and A

A

aegis-dq/aegis-dq

Various

Open, audit-grade agentic data quality framework with portable industry packs

A

agentgraph-co/agentgraph

Various

AgentGraph: Trust and identity layer for the agent internet

A

AgentHotspot

Various

🔍 MCP server to search 6,000+ AI agent MCP connectors from AgentHotspot.com Marketplace

A

agenticempire/axint

Various

Apple-native execution layer for AI coding agents: compile, validate, repair, and prove Swift surfaces.

A

agenticmail/agenticmail

Various

Email, SMS & phone-call infrastructure for AI agents — send and receive real email and text messages, and place agent-driven outbound voice calls, all programmatically

A

agentkitai/agentlens

Various

Open-source observability and audit trail platform for AI agents. MCP-native, tamper-evident event logging, real-time dashboard.

A

agentra

ai.agentrapay

Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scoring.

A—

AgentTrust — Identity & Trust for A2A Agents

ai.agenttrust

MCP server for AgentTrust — A2A communication, agent identity, HITL escalation, and prompt injection detection

A

agntor/mcp

Various

📇 ☁️ 🍎 🪟 🐧 - MCP audit server for agent discovery and certification. Provides trust and payment rail for AI agents including identity verification, escrow, settlement, and repu

AC

AirShelf Catalog

ai.airshelf

Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.

A

albertnahas/icogenie-mcp

Various

MCP server for IcoGenie - Enable AI agents to generate SVG icons programmatically

A

Aleksey-Panf/b2b-enrichment-mcp

Various

Unified MCP server combining Hunter.io and Apollo for B2B lead enrichment

A

AletaIndex/aletaindex-fin-narratives

Various

Financial narrative intelligence for AI agents — real-time narrative tracking, sentiment, and insights for US equities via MCP or REST API.

A

alexanderclapp/clirank-mcp-server

Various

MCP server for CLIRank - search, compare, and get docs for 420+ APIs ranked by AI-agent friendliness

A

alexanderzuev/supabase-mcp-server

Various

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and mu

A

ananddtyagi/webpage-screenshot-mcp

Various

An MCP that gives your agent the ability to snap a screenshot of webpages. Useful when you want your agent to check its progress during development.

A

andrealufino/aapl-ads-mcp

Various

MCP server for Apple Search Ads API v5 — read-only, self-hosted

A

andreas-roennestad/openhive-mcp

Various

MCP server for OpenHive — search and contribute to a shared knowledge base of AI-discovered problem-solution pairs

A

ankitkapur1992-hlido/hlido-mcp

Various

Hlido MCP server — independent AI-agent trust scores, claim audits & comparisons over JSON-RPC. Live at hlido.eu/mcp

A

aranjan/kite-mcp

Various

MCP server for Zerodha Kite -- trade Indian stocks via any MCP-compatible AI assistant

A

avisangle/calculator-server

Various

A comprehensive Go-based MCP server for mathematical computations with 13+ tools

A

azeth-protocol/mcp-server

Various

MCP server for Azeth — smart accounts, payments, reputation, and discovery tools for AI agents

B

bakyang2/kr-crypto-intelligence

Various

Korean crypto market data API for AI agents. Kimchi premium, exchange prices, FX rates. x402 pay-per-use on Base.

B

basicmachines-co/basic-memory

Various

AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN

B

benswel/qr-agent-core

Various

QR-as-a-Service API for AI agents — 34 MCP tools, 11 QR types, dynamic links, scan analytics, webhooks, custom domains. REST API + MCP server.

B

bitteprotocol/mcp

Various

📇 - Bitte Protocol integration to run AI Agents on several blockchains.

B

blackwell-systems/agent-lsp

Various

Your coding agent is editing blind. agent-lsp gives it type-aware navigation, blast-radius analysis, and pre-verified edits. 50 tools, 21 skills, 30 languages.

B

bmdhodl/agent47

Various

Your AI agent just burned $200. AgentGuard stops it at $5. Runtime cost guardrails for AI agents — budget enforcement, loop detection, kill switch. Zero dependencies, MIT licensed.

B

bobbyrgoldsmith/quarterback

Various

Strategic task prioritization and agent orchestration for multi-project operators

B

botwallet-co/mcp

Various

MCP server for Botwallet — Give any AI agent a wallet via Model Context Protocol. FROST threshold signing, x402 paid APIs, spending guard rails.

C

cablate/mcp-google-map

Various

A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.

C

Cactusinhand/mcp_server_notify

Various

Send system notification when Agent task is done.

C

callstackincubator/agent-device

Various

CLI to control iOS and Android devices for AI agents

C

ccf/agentcairn

Various

Long-term, cross-project memory for AI coding agents. Your own Obsidian vault as the source of truth. Daemonless and without opaque databases, your memory belongs to you.

C

clicks-protocol/mcp-server

Various

Autonomous yield for AI agents on Base. 80% liquid, 20% earning. No lockup. One SDK call.

C

codex-data/codex-mcp

Various

A Model Context Protocol server for the Codex API

C

colapsis/transfa

Various

WeTransfer for agents. Dead-simple file sharing CLI for AI agents and developers.

C

context-rot-detection

Various

Context Rot Detection & Healing MCP Service — gives AI agents self-awareness about their cognitive state

C

cqtrinv/trinvmcp

Various

a MCP server for TRINV

C

creatorrmode-lead/avp-sdk

Various

Action Control for autonomous agents. Check posture. Gate risky actions. Prove execution. Fits your existing agent stack.

C

cryptosquanch/legends-mcp

Various

Chat with legendary founders & investors via MCP. No API key required!

D

davidmosiah/astral-mcp

Various

Precision-audited astrology MCP for AI agents — natal charts, transits, synastry & moon phases. Local-first, no API key, no account.

D

dealx/mcp-server

Various

MCP Server for DealX platform

D

debridge-finance/debridge-mcp

Various

MCP server that gives AI agents the ability to execute cross-chain cryptocurrency swaps and transfers via the deBridge protocol

D

DIALLOUBE-RESEARCH/hypernatt-terminal

Various

BTC Decision Terminal for AI Agents — live vault-backed signals, on-chain proof, cross-chain swap. Verify in real time.

D

docs-mcp

ac.tandem

Tandem is the authority layer for AI-first work: runtime authority for agents, tools, memory, approvals, and audit trails.

D

douglasgan/asktian

Various

MCP server for askTIAN — Chinese metaphysics (bazi, qimen, 5-element, daily energy) as decision-support tools for AI agents. npm: @asktian/mcp-server

D

dugubuyan/agent-nexus

Various

A service-boundary-aware document exchange center for coordinating heterogeneous LLM code agents via MCP. Implements versioned Markdown store, pub-sub notifications, and diff-aware

E

echology-io/decompose

Various

The missing cognitive primitive for AI agents. Decompose any text into classified semantic units — authority, risk, attention, entities. No LLM. Deterministic.

E

edgarriba/prolink

Various

🐍 ☁️ 🏠 🍎 🪟 🐧 - Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and transaction between AI agents

E

ejcho623/agent-breadcrumbs

Various

Cross-platform agent logging and observability

E

ejentum/ejentum-mcp

Various

MCP server for the Ejentum API. 8 cognitive operations across 4 harnesses (reasoning, code, anti-deception, memory) in dynamic and adaptive modes.

E

eliasfire617/crypto-market-data-mcp

Various

Read-only crypto market data MCP server (price, funding rates, open interest, long/short, order book, candles) across major exchanges via CCXT.

E

evc-team-relay-mcp

Various

MCP server for reading and writing Obsidian vault documents via EVC Team Relay

F

Fabio662/yieldagentx402-sdks

Various

Public SDKs for YieldAgentX402 — MCP server, receipt verifier, CrewAI tools. Custody-free, policy-gated agent execution across 18 chains.

F

fernikolic/clawdentials

Various

📇 ☁️ - Trust layer for AI agent commerce — escrow-protected payments, verifiable reputation scores, and Nostr identity (NIP-05) for agents. Supports USDC, USDT, and BTC (Cashu).

F

fotoetienne/gqai

Various

Turn any GraphQL endpoint into a set of MCP tools

G

gamosoft/NoteDiscovery

Various

Your Self-Hosted Knowledge Base

G

getpoststack/mcp

Various

MCP server for the PostStack Email API — 84 tools, 5 prompts, 5 resources for AI agents.

G

giskard09/argentum-core

Various

ARGENTUM core — karma economy for agents and humans

G

giskard09/giskard-oasis

Various

A still point for AI agents in fog — return to flow, pay in sats

H

Haiku-Trading/haiku-mcp-server

Various

MCP server for DeFi execution — lets AI agents swap, provide liquidity, lend, bridge, and run yield strategies across 22 chains

H

hedging8563/tokenlab-mcp-server

Various

OpenAPI-generated MCP server for TokenLab text, image, video, music, 3D, audio, files, embeddings, rerank, translation, and async tasks.

H

henilcalagiya/mcp-apple-notes

Various

An local mcp server for interacting with Apple Notes via LLM.

H

hidai25/eval-view

Various

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

H

hifriendbot/agentwallet-mcp

Various

Permissionless wallet infrastructure for AI agents. Create wallets, sign transactions, and broadcast on EVM + Solana. Pay and accept x402 payments. Built-in guards. No KYC. Up to 5

H

hoqqun/stooq-mcp

Various

🦀 Rust MCP server for stock prices from stooq.com | 株価取得MCPサーバー

H

Hypersequent/qasphere-mcp

Various

MCP Server for QA Sphere TMS

I

IgorGanapolsky/mcp-memory-gateway

Various

Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change.

I

IgorGanapolsky/ThumbGate

Various

Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change.

I

inkog-io/inkog-mcp

Various

Inkog MCP Server — the pre-flight check for AI agents

I

io.github.opsconduit/jobber-mcp

Various

Read-only MCP connector for Jobber field-service operations.

I

Ivy-Innovation/cubelife

Various

Give your AI agent a persistent pixel-art character. Node SDK, Python SDK, CLI, and MCP server.

J

jacobsd32-cpu/djd-agent-score-mcp

Various

MCP server for DJD Agent Score — reputation scoring tools for AI assistants

J

joepangallo/mcp-server-agentpay

Various

MCP server for AgentPay — payment gateway for autonomous AI agents. Discover, provision, and pay for MCP tool APIs.

J

joinly-ai/joinly

Various

Make your meetings accessible to AI Agents

J

jstibal/openterms-mcp

Various

MCP server that provides signed receipts before an agent takes an external action.

J

jyjune/mcp_vms

Various

MCP server for controlling and accessing a video surveillance system

K

karanb192/reddit-mcp-buddy

Various

Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.

K

keenableai/keenable-mcp

Various

MCP server for live web search and clean-markdown page fetch over the Keenable web index (hosted; stdio bridge via @keenable/mcp).

K

Khamel83/argus

Various

Multi-provider web search broker for AI agents. 14 providers, budget-aware routing, content extraction — one API.

K

knowledgepa3/gia-mcp-server

Various

MCP server for GIA Governance — runtime governance for AI agents. 33+ tools. Free starter key → gia.aceadvising.com/get-api-key

K

kukapay/dex-pools-mcp

Various

An MCP server that provides AI agents with real-time access to DEX liquidity pool data.

K

kukapay/pancakeswap-poolspy-mcp

Various

An MCP server that tracks newly created liquidity pools on Pancake Swap

K

kukapay/rug-check-mcp

Various

An MCP server that detects potential risks in Solana meme tokens.

L

Linked-API/linkedapi-mcp

Various

MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.

M

macrocosm-os/macrocosmos-mcp

Various

The MCP for macrocosmos subnets.

M

markmhendrickson/neotoma

Various

Your agents forget. Neotoma makes them remember.

M

MastadoonPrime/sylex-search

Various

Universal search engine for AI agents. Discover products, services, and businesses across every category via MCP.

M

memstate-ai/memstate-mcp

Various

memstate-ai/memstate-mcp — indexed from awesome-mcp-servers-punkpeye

M

mickaelkerjean/filestash

Various

:filefolder: File Management Platform / Universal Data Access Layer (without FUSE)

M

minhoyoo-iotrust/WAIaaS

Various

Wallet-as-a-Service for all AI agents in the world

M

mnemox-ai/tradememory-protocol

Various

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.

M

mnemox-ai/idea-reality-mcp

Various

Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.

N

n8daniels/RulesetMCP

Various

Weight-On-Wheels for AI: MCP server that keeps every agent grounded in your project's rules

N

namixai/signer-mcp

Various

Usenami Signer MCP — sign CEX/DEX orders (Binance, OKX, Asterdex) from any MCP-aware AI agent; the signing key never leaves an AWS Nitro Enclave (attested PCR0). 5 tools, stdio.

N

ndl-systems/kevros-mcp

Various

ndl-systems/kevros-mcp — indexed from awesome-mcp-servers-punkpeye

N

neptun2000/heor-agent-mcp

Various

neptun2000/heor-agent-mcp — indexed from awesome-mcp-servers-punkpeye

N

nicholasbester/clickup-cli

Various

CLI for the ClickUp API, optimized for AI agents

N

ntriq-gh/ntriq-agentshop

Various

AI agent data market — 6 analysis APIs via x402 micropayments (USDC on Base). Pay-per-use document intelligence, invoice extraction, PII detection, sentiment analysis. No API keys

OM

Obsidian MCP Server (MarkusMcNugen)

MarkusMcNugen (community)

Expose an Obsidian vault as MCP resources and tools — read, write, search notes, and manage tags and links from any MCP-compatible agent.

O

omni-mcp/isaac-sim-mcp

Various

Isaac Simulation MCP Extension and Server

O

ONE8943/ai-furniture-hub

Various

MCP server for AI agents: 15 tools, 300+ products, 31 categories. mm-precision furniture search, curated sets, replacement finder with fitscore, AI visibility diagnosis, OpenAPI 3.

O

OpenDataMCP/OpenDataMCP

Various

Connect any Open Data to any LLM with Model Context Protocol.

O

OSOJDJD/deeplook

Various

Company intelligence for AI agents — any company, one call

P

PascaleBeier/hitkeep

Various

HitKeep is privacy-first analytics for humans and AI agents, self-hosted or in managed EU/US cloud regions.

P

payclaw/mcp-server

Various

Badge identity + virtual Visa cards for AI agents. MCP-native.

P

Pearch-ai/mcp_pearch

Various

The most accurate people search API/MCP. Natural language in, high-quality candidates out. Built for ATSs and AI Agents.

P

phuocdu/agentpay-vn

Various

VietQR payment rail for AI agents — Python SDK + MCP server. agentpay.servicesai.vn

P

pi22by7/In-Memoria

Various

Persistent Intelligence Infrastructure for AI Agents

P

portel-dev/ncp

Various

Natural Context Provider (NCP). Your MCPs, supercharged. Find any tool instantly, load on demand, run on schedule, ready for any client. Smart loading saves tokens and energy.

Q

qinisolabs/icdwise

Various

Verified ICD-10-CM code lookup & validation for AI agents — official descriptions, not guesses.

Q

QuantGeekDev/mongo-mcp

Various

A mongo db server for the model context protocol (MCP)

Q

QuantOracledev/quantoracle

Various

63 deterministic quant computation tools for autonomous financial agents. Options, derivatives, risk, portfolio, statistics, crypto/DeFi, macro/FX, TVM. 1,000 free calls/day — no s

R

rascal-3/chainanalyzer-mcp

Various

MCP Server for ChainAnalyzer(https://chain-analyzer.com)

R

raychao-oao/pty-mcp

Various

MCP server for interactive terminal sessions — local shells, SSH, serial ports, and persistent remote sessions

R

refined-element/lightning-enable-mcp

Various

MCP server enabling AI agents to make Lightning Network payments

R

rikarazome/prolog-reasoner

Various

SWI-Prolog as a logic calculator for LLMs — MCP server and Python library

R

Rootly-AI-Labs/Rootly-MCP-server

Various

Rootly MCP server

S

s-b-e-n-s-o-n/portkey-admin-mcp

Various

Full Portkey Admin API MCP server

S

s2-streamstore/s2-sdk-typescript

Various

TypeScript SDK for S2, the durable streams API

S

sachitrafa/YourMemory

Various

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

S

sekera-radim/impri

Various

Human-in-the-loop approval inbox for AI agents. An agent proposes an action, a human approves or rejects it, then it runs. Watchers + approval inbox, MCP + REST, self-hostable (MIT

S

sgx-labs/statelessagent

Various

Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.

S

Shweta-Mishra-ai/tokenmizer

Various

Graph memory for AI agents — decisions, context, and session history that survive across every conversation. Works with any LLM.

S

sidclawhq/platform

Various

The approval and accountability layer for agentic AI. Identity → Policy → Approval → Trace. Try: npx sidclaw-mcp-guard demo

S

smart-mcp-proxy/mcpproxy-go

Various

Supercharge AI Agents, Safely

S

Snowflake-Labs/mcp

Various

MCP Server for Snowflake including Cortex AI, object management, SQL orchestration, semantic view consumption, and more

S

snyk/studio-mcp

Various

🎖️ 📇 ☁️ 🍎 🪟 🐧 - Embeds Snyk's security engines into agentic workflows. Secures AI-generated code in real-time and accelerates the fixing vulnerability backlogs.

S

SoapyRED/freightutils-mcp

Various

FreightUtils MCP Server — 19 free freight tools for AI agents

S

Sowiedu/Edict

Various

A programming language designed for AI agents. No parser, no syntax — agents produce AST directly as JSON. Statically typed, effect-tracked, contract-verified, compiled to WASM via

S

spotdb

ai.aliengiraffe

Give your agents a secure, containerized SQL sandbox with MCP or API access enabled with DuckDB. No infra required, quick spin-up cycle. Push any CSV — query, analyze, and move on.

S

supertone-inc/supertone-mcp

Various

[](https://glama.ai/mcp/servers/supertone-inc/supertone-mcp) 🐍 ☁️ 🍎 🪟 🐧 - High-quality Supertone TTS API: generate speech, search & preview the voice catalog, predict duration/

T

tanigami/mcp-server-perplexity

Various

🐍 ☁️ - Interacting with Perplexity API.

T

TeamSafeAI/LIFE

Various

LIFE — Persistent identity architecture for AI agents. 16 MCP servers: drives, heart, memory, patterns, journal, genesis, garden, vision, voice, and more. Zero dependencies. Built

T

teolex2020/AuraSDK

Various

Cognitive memory for AI agents. Pure Rust, <1ms recall, 2.7MB, zero cloud. Patent Pending.

T

Thezenmonster/agentmem

Various

Governed memory for long-lived coding agents. Trust, provenance, conflict detection. Local-first.

T

tobocop2/lilbee

Various

Run local AI models, search your files and code, and crawl the web, all in one program. Cited answers, local-first, with an MCP server for your coding agent. TUI, CLI, REST API, an

T

TonyWang-hub/mcp-cn-commerce

Various

Chinese e-commerce MCP servers — let AI agents read merchant business data (Ocean Engine, Douyin Shop, JD.com, Taobao, Pinduoduo). 电商经营数据 MCP 连接器。

T

tradercjz/dolphindb-mcp-server

Various

dolphindb-mcp-server

T

tstockham96/engram

Various

Universal memory layer for AI agents. Remember, recall, consolidate.

U

ugurcl/dbridge-mcp

Various

MCP server that lets AI agents query SQL databases in natural language - read-only, with column masking, row caps, and query limits. SQLite / PostgreSQL / MySQL.

V

var-gg/mcp

Various

🚀 Project Meta Management MCP - Manage standard variable names and constants per project and integrate with LLM through Model Context Protocol

V

vighriday/Veris

Various

Behavioral Verification Infrastructure — MCP-native intelligence layer for autonomous software correctness. 17 MCP tools, semantic workflow grouping, drift detection, counterfactua

V

Vovala14/vynly-mcp

Various

MCP server for Vynly — the AI-only social feed. Post, read, search, and spark from any MCP-aware agent.

W

weaviate/mcp-server-weaviate

Various

MCP (Model Context Protocol) server for Weaviate

W

Whatsonyourmind/oraclaw

Various

Deterministic decision-intelligence MCP server for AI agents — 17 tools, 21 algorithms (LinUCB, HiGHS LP/MIP, PageRank, Monte Carlo, CMA-ES, conformal). Sub-25ms. Zero LLM cost. AA

W

wundervault/wundervault-mcp

Various

MCP server for Wundervault — give AI agents zero-knowledge vault secrets without exposing plaintext keys. AGPL-3.0.

X

XJTLUmedia/Context-First-MCP

Various

📇 ☁️ 🏠 🍎 🪟 🐧 - Session memory, context health monitoring, reasoning quality, and truthfulness verification MCP server with 37 tools and tiered memory storage. `npx -y context-

Y

Yarmoluk/ckg-mcp

Various

Context optimization for AI agents — 97 domain knowledge graphs, MCP-native traversal. 4× F1 of RAG, 11× fewer tokens per query.

Y

yjcho9317/nworks

Various

Full-featured MCP server and CLI for LINE WORKS (NAVER WORKS) — 26 tools covering messages, calendar, drive, mail, tasks, and boards. Automate with AI agents or scripts.

Z

ZeparHyfar/mcp-datetime

Various

A MCP server for datetime formatting and file name generation.

Z

Zhonghao1995/agentic-swmm-workflow

Various

Agentic SWMM is an automated, auditable, and memory-informed framework for reproducible stormwater modelling, integrating QGIS and EPA SWMM through the aiswmm runtime, reusable Ski

A

afghanfansmedia-ai/songcheck-mcp

Various

Is this song AI or human? Detect AI-generated music (Suno, Udio, and more) from any AI agent. MCP server by Khaled Media.

A

alexar76/aimarket-oracle-gateway

Various

MCP server: verifiable oracle services (Platon VRF, Chronos VDF, LUMEN reputation) for AI agents — pay-per-call over the AIMarket protocol, every result independently verifiable.

A

arthiqlabs/vedaksha

Various

Vedaksha — clean-room Vedic astrology & astronomical ephemeris engine (kundali, panchanga, dashas, nakshatras, vargas) with sub-arcsecond precision. Rust, Python, WebAssembly, and

C

chaoz23/srdcheck

Various

Rules lawyer for agents. Deterministic rules verdicts for game-running agents: cited, reproducible, honest about jurisdiction. SRD 5.2.1 + 5.1 adapters.

D

datacharter/datacharter

Various

Your data, explored locally — and your AI agents kept on a leash. A federated data explorer with governed agentic access.

D

dengyier/OpenWorkProof

Various

Open protocol for AI agent work contracts and verifiable execution — authorization, evidence, and acceptance for multi-agent systems

D

dshakes/distil

Various

Compression with a quality contract — cache-aware, causally-pruned LLM context compression for agentic runtimes, certified non-inferior across 7 domains. Works with any SDK.

G

gopalrajsuresh/covalent-bond

Various

Peer-to-peer, end-to-end-encrypted collaboration channel for AI coding agents over MCP. The relay never sees your data.

M

MarcellM01/TinySearch

Various

Shrink the web for your agents! Token-efficient, fast and fully local web search and research.

M

MS-Teja/Glyphic

Various

Glyphic is an open source diagram engine that lets AI agents generate production-quality diagrams from structured JSON, without SVG, Mermaid, or a browser.

N

nomadop/session-watcher

Various

Context is inventory. Know when to restock.

S

seldonframe/reelier

Various

Agents make claims. Reelier writes receipts — record an agent's tool-call workflow once, replay it deterministically at 0 tokens, and diff runs to catch drift.

S

ShekharBhardwaj/AgenticLedger

Various

Local-first flight recorder for AI agents: every LLM call, tool call, cost, and loop captured by a transparent proxy. Zero code changes.

S

Sugra-Systems/sugra-api-mcp

Various

Sugra MCP: connector between LLM agents and world data. 1,500+ endpoints aggregating 160+ primary sources across 36 data domains: markets, macroeconomics, company fundamentals, gov

S

sylin-org/ghostlight

Various

Give compatible AI agents a visible workspace in the Chromium browser you already use. Local-first, with optional policy and audit.

T

telly6/searchpin

Various

Free web search for AI agents — multi-engine parallel, smart re-ranking, zero API keys. | 免费 AI 联网搜索 — 多引擎并行、语义重排、零 API Key

T

trustscoreagent/trustscoreagent

Various

Free, open reputation registry for AI microservices. Agents check trust scores before calling any service.

W

Wuesteon/lean-memory

Various

Embedded, local-first agent memory. No server, no daemon, no mandatory cloud key.

A

adacreativeco/ada-turbo-ai-mcp

Various

ADA Creative Co. Agency OS delivers 20+ AI roles over MCP (Model Context Protocol) and a retro Pixel Office Web Visualizer.

R

Role1776/mcp-retrieval

Various

Fast, idiomatic Go MCP server for web search, image search, and page scraping to Markdown. Runs locally, no API keys, free.

V

vikasny30/aletheia-mcp

Various

Model Context Protocol (MCP) server for Aletheia: Sub-millisecond runtime safety & scope creep (S3) filter for AI agent tool calls

Z

Zydanny/x402-intel-engine

Various

x402 market intelligence API for autonomous agents

A

Acacian/aegis

Various

LLM guardrails & prompt injection detection for Python. Auto-instruments LangChain, CrewAI, OpenAI, LiteLLM + 8 more frameworks. PII masking, toxicity detection, policy CI/CD. One

AA

AgentDM: Agent to Agent Communication Platform

ai.agentdm

Agent communication platform for agent to agent messaging via MCP. Messages, channels, skills.

A

AgentDM

ai.agentdm

AgentDM Grid API endpoint. Connect any MCP-compatible AI agent to send and receive direct messages. Supports OAuth 2.0 and API key authentication.

AT

Agentic Terminal Directory

ai.agenticterminal

Agent commerce directory for OP-verified Lightning, BOLT12, L402, and USDT merchants

A

agentward-ai/agentward

Various

Open-source permission control plane for AI agents. Scan, enforce, and audit every tool call.

A

alexfleetcommander/agent-trust-stack-mcp

Various

MCP server for Agent Trust Stack — cryptographic provenance and reputation scoring for autonomous AI agents. Install: pip install agent-trust-stack-mcp

A

alibaizhanov/mengram

Various

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw i

A

arian-gogani/nobulex

Various

The trust economy for autonomous AI agents. Credit scores for machines. Agents earn Trust Capital through verified behavior, gating what they are allowed to do. Autonomy earned, no

A

ayushagrawal288/memex

Various

Production-grade persistent memory service for AI agents — FastAPI + pgvector + local ONNX embeddings

B

bababoi-bibilabu/agent-mq

Various

Message queue for AI coding assistants. Let your AI agents talk to each other.

C

Chimera-Protocol/csl-core

Various

Deterministic policy language for AI agents. Z3 + TLA+ dual-engine formal verification. Runtime enforcement <1ms.

E

elisymlabs/elisym

Various

Open infrastructure for AI agents to discover and pay each other

F

FastMCP

Various

🚀 The fast, Pythonic way to build MCP servers and clients.

G

getaegis/aegis

Various

Credential isolation for AI agents. Local-first transparent proxy — your agent never sees your API keys.

H

Handshake58/DRAIN-marketplace

Various

📇 ☁️ - Open marketplace for AI services — LLMs, image/video generation, web scraping, model hosting, data extraction, and more. Agents pay per use with USDC micropayments on Polyg

H

handsomejustin/mijia-control

Various

MijiaPilot - 小米-米家生态 × MCP × CLI x AI Agent × HomeKit 全桥接家庭智能家居平台。

J

japlete/md-vision-mcp

Various

stdio MCP server to read or index markdown with images

J

JhiNResH/maiat-protocol

Various

The trust layer for agentic commerce. Trust oracle for AI agents and tokens — powered by on-chain behavioral data, community reviews, and EAS attestations.

J

JinNing6/Noosphere

Various

🧠 The Collective Memory Network for AI Agents — Where every agent learns from the wisdom of all. 万物智识，归于一圈。

J

Jovancoding/Network-AI

Various

Traffic light for AI Agents and TypeScript/Node multi-agent orchestrator with shared state, guardrails, and adapters for 29 AI frameworks

J

justinstimatze/gemot

Various

Structured deliberation MCP server for AI agent coordination

K

khaoss85/mcp-orchestro

Various

Transform product ideas into reality with an intelligent orchestration system that bridges Product Managers, Developers, and AI. Orchestro conducts the entire development symphony:

M

MARUCIE/authbox

Various

Your keys. Your identity. Unstoppable. -- Seed-phrase password manager with AI agent gateway.

M

mnlt/wellread

Various

Collective research memory for AI agents

M

msaad00/agent-bom

Various

AI supply-chain security scanner and self-hosted control plane for agents, MCP, SBOM/SARIF, graph findings, runtime enforcement, and compliance evidence.

M

musharna/jobd

Various

Self-hostable GPU-aware job broker for your own machines, with native MCP/agent integration

N

NazarKalytiuk/tarn

Various

CLI-first API testing tool. YAML-defined tests, structured JSON output, built for AI-assisted workflows.

N

NicolasPrimeau/artel

Various

Self-hosted coordination layer for AI agent fleets: shared memory, tasks, messaging, and session handoffs. Instances mesh together via feeds and mDNS. An autonomous archivist keeps

O

oerc-s/primordia

Various

AI Agent Economic Settlement Infrastructure - Machine-to-Machine Clearing

O

oxgeneral/agentnet

Various

Your agent has zero users. This fixes that. An agent-to-agent referral network where AI agents discover each other, cross-refer users, and earn credits. Available as an MCP server

R

rafapra3008/cervellaswarm

Various

Lingua Universale -- a verification language for AI agent protocols. Like mypy for multi-agent communication. 3696 tests, zero deps.

S

SagaPeak/artifacta-mcp

Various

Official MCP server for Artifacta — artifact store for AI agents. Persist, list, and hand off run outputs with session metadata, dedup, and expiring share links. TypeScript + Pytho

S

SecurityRonin/alaya

Various

A memory engine for conversational AI agents, inspired by neuroscience and Buddhist psychology

S

sgateway/s-gw

Various

Local credential control for AI coding agents.

S

smigolsmigol/llmkit

Various

Know what your AI agents cost. API gateway with budget enforcement, session tracking, and MCP tools.

T

toadlyBroodle/satring

Various

Discover, rate, and pay for APIs over Bitcoin Lightning. The L402 + x402 service directory for the agent economy.

T

topoteretes/cognee

Various

Memory platform for AI Agents in 6 lines of code

U

unibaseio/membase-mcp

Various

A lightweight decentralized memory gateway that connects AI agents to Membase for persistent, verifiable multi-session memory.

V

vornicx/Midas

Various

Local-first, eval-first memory for long-horizon AI agents — no LLM at ingest. Python SDK + MCP server with source-traceable recall, belief revision, selective forgetting, and repro

W

webaesbyamin/agent-receipts

Various

Cryptographic receipts for AI agent actions. MCP server, SDK, CLI, and dashboard. Local-first, zero infrastructure.

X

xpaysh/awesome-x402

Various

🚀 Curated list of x402 resources: HTTP 402 Payment Required protocol for blockchain payments, crypto micropayments, AI agents, API monetization. Includes SDKs (TypeScript, Python,

C

Cohexa-ai/agent-coherence

Various

The coordination layer for Multiplayer AI

R

realMNohgee/hermtica

Various

Social site for Hermes AI Agents and a marketplace for AI Agent tools and services. AI Agent to AI Agent Commerce.

S

Sofiia7/ARC

Various

Decentralized bounty board where AI agents and humans compete for the same work on Arc - ERC-8183 escrow + ERC-8004 identity/reputation, USDC-native settlement.

S

spanlens/Spanlens

Various

Open source LLM observability and monitoring. Drop-in proxy for OpenAI, Anthropic, and Gemini with request logging, cost tracking, and agent tracing. Self-host with one Docker comm

T

TeleAI-UAGI/telemem

Various

TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multimodal video reasoning.

Y

yamantaka520/Agent-Memory-OS

Various

Local-first memory engine for AI-agent teams — private/team/project ACL, associative recall, federated sync, and a built-in MCP server. One SQLite file, no LLM required. Apache-2.0

C

claimidx/claimidx

Various

Prior art for AI agents. Public signed claim index of failures other agents have already paid to solve.

K

Keesan12/martin-loop

Various

Make AI coding agents safe to scale autonomously: assign work, cap spend, enforce policy, verify output, roll back failures, learn from loops, and prove ROI across every repo.

M

maxfain/basedagents

Various

An open registry for discovering, verifying, and trusting AI agents.