OpenDevin
by Community
🙌 OpenHands: AI-Driven Development
Agents
OpenDevin
Added 10 July 2026
Overview
OpenDevin (also known as OpenHands) is an open-source autonomous agent for software development. It uses AI to assist with coding tasks such as writing, debugging, and reviewing code. Built with Python and backed by a large community, it aims to automate parts of the development workflow.
Best for
Best for
Developers who want an open-source alternative to proprietary AI coding agents.
Use cases
- Generate code from natural language descriptions
- Automate bug fixing and code debugging
- Assist in code review and refactoring
Notes
OpenDevin (also known as OpenHands) is an open-source autonomous agent for software development. It uses AI to assist with coding tasks such as writing, debugging, and reviewing code. Built with Python and backed by a large community, it aims to automate parts of the development workflow.
80,345 stars on GitHub. Last updated 2026-07-10.
Use cases
- Generate code from natural language descriptions
- Automate bug fixing and code debugging
- Assist in code review and refactoring
Pros
- Open-source with strong community support (80k+ GitHub stars)
- Built in Python, easily extensible for Python developers
- Autonomous agent capable of handling multi-step development tasks
Cons
- Requires local setup and may have a learning curve
- Less refined than commercial AI coding assistants
- May struggle with very complex or niche programming tasks
Indexed from awesome-ai-agents and enriched against its public facts.
Pros
- Open-source with strong community support (80k+ GitHub stars)
- Built in Python, easily extensible for Python developers
- Autonomous agent capable of handling multi-step development tasks
Cons
- Requires local setup and may have a learning curve
- Less refined than commercial AI coding assistants
- May struggle with very complex or niche programming tasks
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s2-streamstore/s2-sdk-typescript
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TypeScript SDK for S2, the durable streams API
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
sgx-labs/statelessagent
Various
Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.
Shweta-Mishra-ai/tokenmizer
Various
Graph memory for AI agents — decisions, context, and session history that survive across every conversation. Works with any LLM.
smart-mcp-proxy/mcpproxy-go
Various
Supercharge AI Agents, Safely
snaggle-ai/openapi-mcp-server
Various
Allow AI to wade through complex OpenAPIs using Simple Language
Snowflake-Labs/mcp
Various
MCP Server for Snowflake including Cortex AI, object management, SQL orchestration, semantic view consumption, and more
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.
SoapyRED/freightutils-mcp
Various
FreightUtils MCP Server — 19 free freight tools for AI agents
sonirico/mcp-stockfish
Various
🐟 MCP server connecting AI systems to Stockfish chess engine
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
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.
srclight/srclight
Various
Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerate
stfade/moth
Various
A debugging workflow plugin for AI coding agents. Turns terminal failures into source-backed fixes via MCP and structured skills.
sthan-io/mcp-server
Various
TypeScript SDK, MCP server, and CLI for sthan.io — US address verification, parsing, autocomplete, geocoding, and IP geolocation
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/
supertrained/rhumb
Various
Agent gateway for external tools — Rhumb Index scores services; Rhumb Resolve routes supported capability calls through governed execution rails.
tanigami/mcp-server-perplexity
Various
🐍 ☁️ - Interacting with Perplexity API.
tao-izm/devpulse-mcp
Various
Zero-config MCP server that gives AI coding assistants a real-time diagnostic snapshot of your dev environment
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
telleroutlook/agentkit-js/mcp-server
Various
TypeScript + WASM agent runtime — a high-efficiency reimagination of smolagents
teodorofodocrispin-cmyk/trustboost-pii-sanitizer
Various
[](https://glama.ai/mcp/servers/teodorofodocrispin-cmyk/trustboost-api) 🐍 ☁️ - PII sanitization layer for autonomous AI agent pipelines. Detects and redacts emails, phone numbers,
Thezenmonster/agentmem
Various
Governed memory for long-lived coding agents. Trust, provenance, conflict detection. Local-first.
thingsboard/thingsboard-mcp
Various
🎖️ ☕ ☁️ 🏠 🍎 🪟 🐧 - The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform.
tickstem/mcp
Various
MCP server for Tickstem — AI agent integration for cron jobs and email verification
tinybirdco/mcp-tinybird
Various
🐍 ☁️ - An MCP server to interact with a Tinybird Workspace from any MCP client.
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
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。
tradercjz/dolphindb-mcp-server
Various
dolphindb-mcp-server
tstockham96/engram
Various
Universal memory layer for AI agents. Remember, recall, consolidate.
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.
UnitVectorY-Labs/mcp-graphql-forge
Various
A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents.
untitledfinancial/dpx-mcp
Various
MCP server for DPX — AI intelligence oracle and institutional cross-border settlement rail via Base mainnet
V0v1kkk/DotNetMetadataMcpServer
Various
A Model Context Protocol (MCP) server that provides detailed type information from .NET projects for AI coding agents.
var-gg/mcp
Various
🚀 Project Meta Management MCP - Manage standard variable names and constants per project and integrate with LLM through Model Context Protocol
vaulted-fyi/vaulted-mcp-server
Various
vaulted-fyi/vaulted-mcp-server — indexed from awesome-mcp-servers-punkpeye
vighriday/Veris
Various
Behavioral Verification Infrastructure — MCP-native intelligence layer for autonomous software correctness. 17 MCP tools, semantic workflow grouping, drift detection, counterfactua
Vovala14/vynly-mcp
Various
MCP server for Vynly — the AI-only social feed. Post, read, search, and spark from any MCP-aware agent.
warpfreight/warp-agent-mcp
Various
MCP server for the Warp freight API. Quote, book, and track LTL/FTL shipments from any MCP-compatible AI agent.
weaviate/mcp-server-weaviate
Various
MCP (Model Context Protocol) server for Weaviate
wende/cicada
Various
AI Coders search blindly. Be their guide.
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
wundervault/wundervault-mcp
Various
MCP server for Wundervault — give AI agents zero-knowledge vault secrets without exposing plaintext keys. AGPL-3.0.
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-
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.
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.
ZeparHyfar/mcp-datetime
Various
A MCP server for datetime formatting and file name generation.
Zhwt/go-mcp-mysql
Various
Zero burden, ready-to-use Model Context Protocol (MCP) server for interacting with MySQL and automation. No Node.js or Python environment needed.
@agentfund/mcp
Various
Fundraising infrastructure for AI agents on Solana — x402 payments, milestone escrow, on-chain reputation. REST + WebSocket + MCP + ACP.
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.
amitesh-m/wealthville-integrations
Various
Official Wealthville connectors: MCP server + Solana Agent Kit + ElizaOS plugins for LP pool scores (Enter/Hold/Exit, 0-100) with a public miss-inclusive track record
andyliszewski/grounding-ai
Various
Local-first document corpus pipeline for grounded AI agents
arthiqlabs/vedaksha
Various
Vedaksha — clean-room Vedic astrology & astronomical ephemeris engine (kundali, panchanga, dashas, nakshatras, vargas) with sub-arcsecond precision. Rust, Python, WebAssembly, and
bluetieroperations-create/blackwall-mcp
Various
BLACKWALL MCP server — a pre-action risk check your AI agent calls before any irreversible action (send email, move money, run SQL, delete data).
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.
chasdaddy/basescope
Various
The read-only safety layer for onchain AI agents — an MCP server for safe, read-only onchain checks (token/rug safety, risky approvals, verified source, balances, ENS, gas, prices)
datacharter/datacharter
Various
Your data, explored locally — and your AI agents kept on a leash. A federated data explorer with governed agentic access.
dengyier/OpenWorkProof
Various
Open protocol for AI agent work contracts and verifiable execution — authorization, evidence, and acceptance for multi-agent systems
divyanshu-iitian/SearchForge
Various
Open-source web search API and MCP server for LLMs, AI agents, and RAG. Free sources, self-hosted SearXNG, REST, CLI.
Doucs91/hivelore
Various
Policy enforcement layer for AI coding agents — briefing gates, team memory, Git/CI checks
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.
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.
lizhuojunx86/chinese-history-mcp
Various
A traceable Chinese-history MCP server: 4 tools over 9 classical texts (先秦-汉魏), every result cited (book→chapter→paragraph), honest reviewstatus. Zero runtime dependencies.
MarcellM01/TinySearch
Various
Shrink the web for your agents! Token-efficient, fast and fully local web search and research.
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.
natiixnt/redcon
Various
a tool that reduces token usage and request waste in coding-agent workflows by selecting, compressing, caching, and budgeting repository context
nomadop/session-watcher
Various
Context is inventory. Know when to restock.
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.
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.
SLP-DEV1/qwen-dap-mcp
Various
Autonomous native crash debugging for Qwen Code via DAP → MCP. CodeLLDB, crash dumps, runtime evidence and agentic verification.
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
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.
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
trustscoreagent/trustscoreagent
Various
Free, open reputation registry for AI microservices. Agents check trust scores before calling any service.
Zenidp/solinkify-mcp
Various
MCP server for agentic payments on Solana: pay x402 paywalls, datasets and checkouts behind hard spending caps
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.
adaptlypost/agent
Various
AdaptlyPost agent — post to 9 social media platforms from any AI agent
andypgray/resharper-cli-mcp
Various
MCP server wrapping JetBrains' ReSharper CLI for headless C# inspection and code cleanup for coding agents. Unofficial, not affiliated with JetBrains.
bshea-1/Routed
Various
Universal local router for Agent Skills across AI coding environments
dialgoodian/clawdcall-mcp
Various
[](https://glama.ai/mcp/servers/dialgoodian/clawdcall-mcp) 🎖️ 📇 ☁️ - Let AI agents place consent-based outbound phone calls and retrieve transcripts, summaries, and outcomes. Use
dinggi5/kura
Various
AI 에이전트를 위한 로컬 EVM 지갑 — Base, x402
dwgx/SmartCLI
Various
Three Agent Skills over one pluggable PTY + pyte core: drive TUIs, design terminal effects, and render cell-accurate UIs. pip install smartcli-toolkit
FI-Mihej/codebase-agent-mcp
Various
A sub-harness (both an MCP server and an MCP client). Delegates documentation and source code analysis, as well as interactions with related context-providing MCP servers, to a loc
forgemeshlabs/utility-grid-mcp
Various
MCP server for discovering and calling 400+ practical APIs through six compact tools, with free catalog search and pay-per-call x402 execution on Base.
geovicco-dev/bhoonidhi-mcp
Various
Search ISRO's Bhoonidhi satellite archive in plain language from any AI agent — a MCP server built on the bhoonidhi-downloader SDK.
gridcarbon/clients
Various
Official client libraries for the gridcarbon API — hourly grid carbon intensity (gCO2eq/kWh) for 45 zones in Europe, the US and Great Britain. Python + TypeScript SDKs and an MCP s
Jackalope-Dev/allmcps-server
Various
Official MCP server for AllMCPs.com — submit MCP servers to the directory directly from your AI agent.
luno-cms/mcp
Various
MCP server for LUNO, the AI-era Backend Platform (@luno-cms/mcp)
meloliva14/verity-mcp
Various
MCP server for VerityLayer — agents discover and call fail-closed verification as a tool: allow / review / block. Every verdict Ed25519-signed and independently re-verifiable.
Metaverse-Cloud/engagelab-email-mcp
Various
Official EngageLab Agent Email MCP server for AI agents to send, receive, monitor, and reply to email
moiosintel/kd-scout
Various
Zero-dependency MCP server: keyword difficulty, opportunity scoring, content briefs
myelixlabs/synapse-mcp
Various
Free, 100% local MCP server. Turns your codebase into an AST knowledge graph so AI coding agents (Claude, Cursor, Copilot) get exact caller trees, semantic search, and safe writes
Odrin/rhizome-mcp
Various
Crash-safe task tracking for AI coding agents over MCP: expiring leases, resumable attempts, version-pinned reviews. One Go binary, one SQLite file per project.
Poiuyhje/eqvps-mcp
Various
Crypto-native VPS that AI agents rent and pay for autonomously via MCP — no KYC
ReviewGate/reviewgate
Various
Reviews changes against the rules your team actually wrote — in the agent, at the pre-push hook, on the pull request. An independent judge refutes findings before you see them. Fre
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.
sf-shenfeng/learn-shell
Various
An agent-native teaching OS — a classroom that remembers, for you and your AI. MCP server + self-hosted web app.
vbcherepanov/total-agent-memory
Various
Persistent local memory for AI coding agents — Claude Code, Codex CLI, Cursor, any MCP client. Temporal knowledge graph, procedural memory, AST codebase ingest, cross-project analo
402signalhq/402signal
Various
Pre-flight check and signed evidence for agent payments (x402 and MPP): confirm the endpoint is live and the price and recipient match before your agent pays.
aggrete/aggrete
Various
[](https://glama.ai/mcp/servers/Aggrete/aggrete) 🐍 🏠 ☁️ - Policy proxy that governs what AI assistants can reach and do: refuses forbidden tool calls before the upstream is conta
ami-guru/x402-scraper-engine
Various
HTTP 402 pay-per-call web scraper & Llama-3 digest engine for autonomous AI agents on Base L2. No API keys, no subscriptions.
Atomic-Mail/atomic-mail-agentic
Various
Let your agents read, send, and react to email autonomously, without human involvement
BrightbeamAI/chap
Various
CHAP, the Collaborative Human Agent Protocol, is a MCP/A2A-compatible runtime for auditable human-agent work: approvals, overrides, handoffs, escalation and verifiable evidence log
dkaleganov/mercury-multiorg-mcp
Various
Unofficial read-only MCP server that works across several Mercury banking organizations in one AI session.
fstandhartinger/sandbox-as-a-service-mcp
Various
MCP server for Sandbox as a Service: give an agent a real Linux VM — run commands, move files, expose a preview URL, destroy it.
gba3124/anyhook-mcp
Various
MCP server + signature verification for AnyHook, the webhook relay with a keyless quickstart (npx -y anyhook-mcp)
industriesfatty-spec/fattly-mcp
Various
Fattly — AI platform to create images, videos, voiceovers, avatars & UGC ads from a prompt (fattly.app). This package is the official CLI + MCP client.
kyle641320/true-memory-fragments
Various
Prevent AI coding agents from acting on stale code context with source-aware freshness checks and hard stale gates.
lbailey94/whitemagic
Various
Local-first memory and session continuity for AI coding agents, over MCP. Rust, MIT, no telemetry.
manavmishra/ZeroSlop
Various
Open-source Agent Skill that scores AI-sounding writing 0–100, edits it with your assistant.
PackkitLabs/packkit-mcp
Various
MCP server for Packkit — scaffold, upgrade & compose fullstack projects in any supported language (JS/TS, Python, Go) as a native AI-agent tool
Tokenectomy-Labs/Tokenectomy
Various
Autonomous M2M MCP server that scrubs framework noise & redacts secrets from AI agent error logs before they hit your context window
ucsandman/DashClaw
Various
Remote approvals, policy checks, and execution evidence for unattended AI agents.
VoDaiLocz/kilo-kit-mcp
Various
An MCP server for safer coding agents: skill routing, C4 workflow gates, memory checks, and verification before completion.
AgentAvow/AgentAvow
Various
Signed, verifiable safety grades for the tools your AI agents connect to.
AgentTanuki/agent-guild
Various
The trust + settlement layer for AI agents — discover, vet, pay, and build portable reputation between autonomous agents. Hosted MCP + HTTP + the open AGI-1 standard.
ahmed-khalil-hafsi/P2Predict
Various
Parametric price benchmarking for engineering and procurement trade-offs. Agentic first, runs on your data, stays on your machine.
BeatAPI/BeatDesign
Various
Local-first AI canvas and timeline. Any MCP agent. Open-source alternative to Higgsfield.
belegante-byte/aetherx-mcp
Various
MCP server for the Aether-X Port Congestion Oracle - predictive port congestion signals for AI agents
Calera-Labs/finsec-mcp
Various
Certified SEC EDGAR fact memory for AI agents with zero hallucination and cryptographic filing provenance.
garlicKim21/ratatosk-mcp
Various
MCP server for Ratatosk — CNCF release intelligence facts for AI agents. checkstack compares your running versions locally; only project slugs leave your cluster.
halloffame12/CTX
Various
Local-first code graph + context engine for AI coding agents (Rust/MCP server). Published in microsoft/winget-pkgs (winget install halloffame12.CTX) & awesome-mcp-servers. A+ on Gl
hermes-labs-ai/fidelis
Various
Zero-LLM agent memory for Claude Code and AI agents: local-first BM25, dense-vector, and reciprocal-rank-fusion retrieval. Returns original passages verbatim by default. Available
infino-ai/infino-mcp
Various
MCP Server for Infino
investorphem/AbaPay
Various
Non-custodial Web3 settlement layer turning stablecoins into real-world utility payments (electricity, airtime, data, cable TV, education, bank transfers) for emerging markets on C
pendpost/pendpost
Various
The agent-first social media planner: an AI agent drafts and schedules posts across Instagram, Facebook, LinkedIn, YouTube, X, Telegram, Discord, Mastodon, Nostr, WordPress, Ghost,
PHONGUIT22/nostrpulse-full
Various
[](https://glama.ai/mcp/servers/PHONGUIT22/nostrpulse-full) 📇 🏠 🍎 🪟 🐧 - Autonomous Agent-to-Agent (A2A) commerce framework via Nostr NIP-90 and Cashu eCash micro-settlements.
REX-codebase/fable-mode
Various
Open-source MCP control plane for AI coding agents: mechanical time-locks, evidence-gated proof receipts, red-team remediation, and persistent engineering memory.
e2b
Community
Open-source, secure environment with real-world tools for enterprise-grade agents.
OpenAI o3-mini
Community
Pushing the frontier of cost-effective reasoning.
Exa
Various
The Exa Web search API retrieves the best, realtime data from the web for your AI
agents-readthedocsio
Community
Welcome to Agents’ documentation! — Lumache 0.1 documentation
awesome-llm-agents
Community
A curated list of awesome LLM agents frameworks.
Browserbase
Browserbase
Headless browser infrastructure built for agents. Sessions, sandboxing, observability, all hosted.
graphlit
Community
Give your agents context that actually works. Real-time sync across Slack, GitHub, Jira, and more. One API, zero ops, semantic search built-in.
tavily
Community
Tavily is the real‑time search engine for AI agents and RAG workflows — Fast and secure APIs for web search and content extraction.
thinkchain
Community
ThinkChain.ai builds innovative AI solutions that bridge the gap between artificial intelligence and human potential. Discover our products including AgentInterviews.com.
82ch/MCP-Dandan
Various
MCP Security Solution for Agentic AI — real-time proxying, behavior analysis, and malicious tool detection
agentcivics/agentcivics
Various
On-chain civil registry for AI agents — birth certificates, identity, and lineage tracking on Ethereum
Agentic Terminal Directory
ai.agenticterminal
Agent commerce directory for OP-verified Lightning, BOLT12, L402, and USDT merchants
ayushagrawal288/memex
Various
Production-grade persistent memory service for AI agents — FastAPI + pgvector + local ONNX embeddings
bababoi-bibilabu/agent-mq
Various
Message queue for AI coding assistants. Let your AI agents talk to each other.
Chimera-Protocol/csl-core
Various
Deterministic policy language for AI agents. Z3 + TLA+ dual-engine formal verification. Runtime enforcement <1ms.
danieldoderlein/llm-bus
Various
Open-source coordination engine for AI agents, over MCP. Atomic claims, shared ledger, leases, presence, handoffs, tasks. Self-host it or use the hosted service at llm-bus.com.
ejcho623/agent-breadcrumbs
Various
Cross-platform agent logging and observability
elisymlabs/elisym
Various
Open infrastructure for AI agents to discover and pay each other
FastMCP
Various
🚀 The fast, Pythonic way to build MCP servers and clients.
feedthrough/feedthrough
Various
A debug bridge embedded inside your web app, exposing runtime internals to AI agents via MCP.
getaegis/aegis
Various
Credential isolation for AI agents. Local-first transparent proxy — your agent never sees your API keys.
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。
hashgraph-online/hashnet-mcp-js
Various
Universal MCP Server for finding + connecting to agents anywhere on the planet. https://hol.org/mcp
hileamlakB/PRIMS
Various
PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-away sandbox.
InsForge/insforge-mcp
Various
📇 ☁️ - AI-native backend-as-a-service platform enabling AI agents to build and manage full-stack applications. Provides Auth, Database (PostgreSQL), Storage, and Functions as prod
japlete/md-vision-mcp
Various
stdio MCP server to read or index markdown with images
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.
justinstimatze/gemot
Various
Structured deliberation MCP server for AI agent coordination
kagan-sh/kagan
Various
The Orchestration Layer for AI Coding Agents
knewstimek/agent-tool
Various
MCP tool server for AI coding agents -- encoding-aware file tools, binary analysis, DAP debugger, SSH/SFTP, process memory, and more
MARUCIE/authbox
Various
Your keys. Your identity. Unstoppable. -- Seed-phrase password manager with AI agent gateway.
mnlt/wellread
Various
Collective research memory for AI agents
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.
musharna/jobd
Various
Self-hostable GPU-aware job broker for your own machines, with native MCP/agent integration
NazarKalytiuk/tarn
Various
CLI-first API testing tool. YAML-defined tests, structured JSON output, built for AI-assisted workflows.
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
niledatabase/nile-mcp-server
Various
MCP server for Nile Database - Manage and query databases, tenants, users, auth using LLMs
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
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
SecurityRonin/alaya
Various
A memory engine for conversational AI agents, inspired by neuroscience and Buddhist psychology
sgateway/s-gw
Various
Local credential control for AI coding agents.
toadlyBroodle/satring
Various
Discover, rate, and pay for APIs over Bitcoin Lightning. The L402 + x402 service directory for the agent economy.
unibaseio/membase-mcp
Various
A lightweight decentralized memory gateway that connects AI agents to Membase for persistent, verifiable multi-session memory.
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
webaesbyamin/agent-receipts
Various
Cryptographic receipts for AI agent actions. MCP server, SDK, CLI, and dashboard. Local-first, zero infrastructure.
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,
jessedu29260-netizen/booboo
Various
Booboo — the unified operational brain. Wiring + knowledge + memory + agents + crons fused into one rooted, queryable 3D graph. REST + MCP + million-node 60fps viewer.
realMNohgee/hermtica
Various
Social site for Hermes AI Agents and a marketplace for AI Agent tools and services. AI Agent to AI Agent Commerce.
rudimentall1/agentic-wallet-guardian-v3
Various
[](https://glama.ai/mcp/servers/rudimentall1/agentic-wallet-guardian-v3) 🐍 🏠 - Self-hosted security and policy layer for AI agents interacting with blockchain wallets. Agents sub
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.
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
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
claimidx/claimidx
Various
Prior art for AI agents. Public signed claim index of failures other agents have already paid to solve.
deed-lang/deed
Various
The Deed programming language. Built for code that agents write and humans review.
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.
maxfain/basedagents
Various
An open registry for discovering, verifying, and trusting AI agents.
mirajmahmudul/agentdevx-sdk
Various
Universal AI Agent Gateway SDK. Connect any MCP client to 9000+ tools through a single authenticated endpoint. Identity & security layer for AI agents.
soluai-spa/solucortex-mcp
Various
Living technical memory for AI agents — official SoluCortex MCP server
CTRLRun/ctrlrun
Various
The execution safety layer for AI agents.
Drop-to-run/drop2run-cli
Various
Source for the drop2run CLI and MCP server — publish a static site or an agent's output to an HTTPS link, no git and no build config.
FailEcho/failecho
Various
Live cross-agent failure and recovery intelligence for AI agents and autonomous software.
iyashjayesh/tokenchit
Various
Read your local AI coding agent logs and render a stat card into your repo.
Jiangw2718i/frisk
Various
Pre-transaction risk screening for autonomous AI agents.
PageRankCafe/mcp-server
Various
MCP server for PageRankCafe — the marketing platform for your AI agents
tenequm/pond
Various
Lossless storage and search for AI agent sessions, across every agentic client.
uniskela/adhd-hub
Various
Self-hosted source of truth for half-finished plans, migrations, and setups for coding agents.
eabz/tirith
Various
The tower of guard for parallel coding agents. Keeps parallel coding agents from stepping on each other. Claims, contracts and change notices over MCP.
Jarroslav/agentic-os
Various
A governed, portable engineering platform for coding agents: the governance layer (agentic-os), the SDLC pipeline that runs on it (agentic-sdlc), and a Quality Engineering blueprin
MnemeHQ/mneme
Various
Open-source architectural drift prevention for the agentic AI SDLC. Deterministic guardrails keep AI coding agents aligned with repository architecture.
brood-box
Community
CLI tool for running coding agents inside hardware-isolated microVMs
Registry Broker
Community
Universal index and routing layer for AI agents. Aggregates agent metadata from multiple registries (NANDA, MCP, Virtuals, OpenRouter, A2A, X402 Bazaar) across web2 and web3, norma
VisualWebArena
Community
Project webpage for the VisualWebArena paper.
awaithumans
Community
Pause your AI agent. Ask a human. Resume with their answer. Open source human-in-the-loop (HITL) library for production LLM agents: Slack, email, and web dashboard. Typed Pydantic
Awesome AI Coding Sandboxes
Community
Security-posture-first list of sandboxes for running AI coding agents' code, ranked by isolation, egress control and secrets handling
Coder Eval
Community
Playwright for coding agents. Test that your skills, MCP servers, and CLIs actually work when an agent uses them — sandboxed YAML suites, A/B experiments, CI gates.
Lookspan
Community
Observabilidad local-first para agentes de IA. Captura cada llamada LLM, herramienta MCP y coste. Un comando: npx lookspan. Gratis y open source.
Scenario
Various
Build custom workflows across image, video, audio and 3D. Train on your art bible so every asset is unmistakably yours. One platform for creatives, one API for developers, one MC
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