Odel

Software development

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

5,630 servers4,498 publishers15 tags

All of Software development

By GitHub stars, at most two per publisherRemoteLocal
MCP server: One MCP server.
TactualRun by its publisher: served from their own domain, namespace checked by the registry.
@tactual-dev · External

Screen-reader navigation cost analyzer. Scores AT user effort to find, reach, and operate content.

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.
Loom
@buttonmonkey · External

Stdio MCP proxy: intercepts oversized tool results into a queryable embedded DuckDB.

3% 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.
karstRun by its publisher: served from their own domain, namespace checked by the registry.
@moin105 · External

Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.

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 PyPI.Free to use.
MCP server: One MCP server.
Citadel
@sustinbebustin · External

A growing Citadel of stack-specific docs, served as MCP tools for AI coding agents.

5% 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.
Symbols MCP
@symbo-ls · External

Symbols.app MCP — docs, code generation, publishing, CLI/SDK reference

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.
apple-fm-mcp
@sophiacave · External

Apple Foundation Models on-device. Generate, summarize, classify via Apple Intelligence.

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.
Memdocs
@silversurfer562 · External

Git-native project memory for AI assistants with enterprise-grade audit compliance

9% 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 PyPI.Package memdocs was yanked by its publisher.Free to use.
MCP server: One MCP server.
GhostFree
@shane-js · External

MCP server that scans your repo's dependencies for security vulnerabilities based on published CVEs.

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.
MemoryRun by its publisher: served from their own domain, namespace checked by the registry.
@sharedmemoryai · External

Persistent memory for AI agents. Remember, recall, and explore a shared knowledge graph.

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.Free to use.
MCP server: One MCP server.
Corral
@sebastienrousseau · External

Search code and symbols across every clone in your Corral workspace. Zero network calls.

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 Docker.Free to use.
MCP server: One MCP server.
Codelens
@segentic-lab · External

Deterministic code maps for AI agents: 7 tree-sitter tools for TS/JS/Py — map, find, function_body

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 a package registry.The repository is archived.Free to use.
MCP server: One MCP server.
Revibe
@selvatuple · External

Analyze any codebase — get architecture, file roles, execution flows, and agent context.

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.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Redash
@seob717 · External

Connect Redash to Claude -- query data, manage dashboards, and run SQL with natural language.

5% 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.
Presence
@sara-star-quant · External

Read-only MCP access to presence: living project model and outcome telemetry.

5% 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 PyPI.Free to use.
MCP server: One MCP server.
InfiniteTalk
@runapi-builder · External

RunAPI MCP server for InfiniteTalk: create tasks, poll status, check pricing.

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.Free to use.
MCP server: One MCP server.
Veo 3 1
@runapi-builder · External

RunAPI MCP server for Veo 3.1: create tasks, poll status, check pricing.

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.
Arcwall SecurityRun by its publisher: served from their own domain, namespace checked by the registry.
@rom-baro · External

Security scanning for AI coding tools. Detects secrets, threat models, and runs pre-commit checks.

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.
Yolo
@rjn32s · External

An MCP server providing zero-shot object detection and segmentation using Ultralytics YOLOE.

5% 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 PyPI.Free to use.
MCP server: One MCP server.
mcp-lint
@robert19001-cmyk · External

Lint MCP tool schemas for cross-client compatibility and agent preflight safety.

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.
Swiss health
@remoprinz · External

Swiss health insurance premiums (Krankenkassen-Prämien) 2016-2026. 1.6M records from BAG.

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.
Pythia OracleRun by its publisher: served from their own domain, namespace checked by the registry.
@pythia-the-oracle · External

Every smart contract deserves intelligence, not just data. On-chain indicators via Chainlink.

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.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
HolomimeRun by its publisher: served from their own domain, namespace checked by the registry.
@productstein · External

Behavioral therapy for AI agents — self-diagnosis, alignment, and training via MCP

7% 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.
Dev Workflow MCP ServerRun by its publisher: served from their own domain, namespace checked by the registry.
@programinglive · External

MCP server to enforce development workflow discipline

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.Free to use.
MCP server: One MCP server.
Pitstop
@praneethravuri · External

F1 MCP server: live timing, telemetry, standings, news, and a queryable 1950-present database.

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 PyPI.Free to use.

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