Odel

Software development

Code, repositories, reviews, tests, debugging, databases and developer docs.

5,433 servers4,326 publishers15 tags

All of Software development

By GitHub stars, at most two per publisherRemoteLocal
MCP server: One MCP server.
Cortex
@vblackjack · External

Local multi-client RAG server over the Model Context Protocol.

4% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
koment
@koment-dev · External

Read and write checked code rationale stored outside source comments.

4% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.Free to use.
MCP server: One MCP server.
Sighttrue
@kaitzyy-dev · External

Measured readings on open-source dependencies: health, end-of-life, model prices, incidents.

3% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Graph Atlas
@darrenjrobinson · External

Tracks documented and undocumented Microsoft Graph API schema changes, with an MCP Apps visualiser

3% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
MiniMax
@acedatacloud · External

MCP server for MiniMax H3 multimodal video generation

6% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
Ctx
@vanshulgoyal101 · External

Turn a GitHub repo or docs site into agent-ready context: pack it or search it, over MCP.

3% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
devmcp
@rudranaresh0201 · External

Git/CI MCP server with the full protocol surface (tools, resources, prompts, roots, sampling).

5% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
MCP DB Connect
@phatngoit · External

MCP server for Oracle, MSSQL, PostgreSQL, MySQL, SQLite, MongoDB, and Qdrant vector search access.

6% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Colors-LE
@nolindnaidoo · External

Extract colors from stylesheets and code, with their notation and position.

3% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
tidex6 — private payments on Solana
@koshak01 · External

Private USDC/USDT payments on Solana: hidden amounts, unlinkable, optional auditor.

18% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from cargo.Free to use.
MCP server: One MCP server.
EdgeGateRun by its publisher: served from their own domain, namespace checked by the registry.
@frozo-ai · External

Regression-test AI models on real Snapdragon and Jetson hardware, with signed evidence for CI.

5% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
OeRun by its publisher: served from their own domain, namespace checked by the registry.
@enthrium · External

Connect any AI coding app to enterprise data sources. One binary, one JSON config.

7% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Junê
@junemind · External

Shared, cited knowledge-graph memory for agents — ask, search, remember, keep standing instructions

4% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.The repository cannot be reached since 8 Oct.Free to use.
MCP server: One MCP server.
DCL Trust Oracle — AI/LLM Output Audit (x402 MCP)Run by its publisher: served from their own domain, namespace checked by the registry.
@fronesislabs · External

AI/LLM agent output audit MCP: policy eval, tamper-evident chain, AI safety, x402 USDC on Base.

12% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
CasemarginRun by its publisher: served from their own domain, namespace checked by the registry.
@casemargin · External

Turn a support ticket into a structured case brief, or score its L2 escalation readiness.

4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Ncloud Gov
@sjk4425 · External

DEPRECATED: merged into ncloud-mcp-server (use NCLOUD_ZONE=gov). Ncloud Gov zone MCP server.

5% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Deprecated by the publisher: Merged into io.github.sjk4425/ncloud (ncloud-mcp-server, NCLOUD_ZONE=gov)Free to use.
MCP server: One MCP server.
lockvet
@matteo-sung · External

Explain any lockfile or workflow-pin change: bumps, vulns, ages, deprecations — 61 formats

3% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.Free to use.
MCP server: One MCP server.
koment
@janpuc · External

Read and write checked code rationale stored outside source comments.

4% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.Free to use.
MCP server: One MCP server.
VMware Debug
@vmware-skills · External

VMware incident timeline, root-cause routing, local case ledger; no vSphere access. 14 MCP tools.

6% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
PRD to Flutter APK
@carlosge492 · External

Generate a Flutter app from a JSON spec free; pay only for the compiled APK (USDC on Base).

8% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.A remote server; no sign-in.Deprecated by the publisher: The hosted server this remote pointed at has been retired. The project continues as a pay-per-use Apify Actor: https://apify.com/vigorous_spit/prd-to-flutter-apk The endpoint has not answered since 1 Oct.Free to use.
MCP server: One MCP server.
Ainative ZeroDB MemoryRun by its publisher: served from their own domain, namespace checked by the registry.
@ainative-studio · External

ZeroDB agent-memory MCP — 18 tools: memory + write-back to Slack, Gmail, Calendar, GitHub.

9% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
mendapiRun by its publisher: served from their own domain, namespace checked by the registry.
@mendapi · External

Detect API breaking changes, scan your codebase for impact, and draft the fix. Runs locally.

3% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Booboo
@jessymariau · External

Query your AI system's wiring, knowledge, memory, agents and crons as one rooted graph over MCP.

7% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Snapshot SiteRun by its publisher: served from their own domain, namespace checked by the registry.
@snapshot-site · External

Capture screenshots, detect visual regressions between page versions, and analyze with AI.

6% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.

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