MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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ripple-impact-mcpgithub.com/0xyubo/ripple-mcpupdated this year
Field-level semantic impact analysis for Claude Code — see the ripple effect of any code change
pypi MIT -
aion-indian-market-intelligencegithub.com/aion-analytics/aion-indian-market-intelligenceupdated this year
Hosted Indian market intelligence API client for financial event intelligence, macro event analysis, and sector impact analysis.
pypi Proprietary -
aion-news-to-signalgithub.com/aion-analytics/aion-news-to-signalupdated this year
Legacy compatibility package for AION Indian Market Intelligence for Macro Event & Sector Impact Analysis. Use aion-indian-market-intelligence.
pypi AGPL-3.0-or-later -
Ripple-Mcpgithub.com/0xYubo/Ripple-Mcpupdated this year
字段级语义变更影响分析 MCP Server | Field-level semantic change impact analysis MCP server for Claude Code — pip install ripple-impact-mcp
★ 6 -
@syke1/mcp-servergithub.com/khalomsky/sykeupdated this year
AI code impact analysis MCP server — dependency graphs, cascade detection, and a mandatory build gate for AI coding agents
npm Elastic-2.0 -
An open-source, AI-powered data engineering workspace for automated SQL/SAS lineage discovery, dependency visualization, column usage analysis, impact assessment, and developer productivity.
Apache-2.0 ★ 2 -
IMPAKTRIX: See the blast radius before the change. A universal code impact analysis tool available as a VS Code Extension and an MCP Server.
MIT -
Code search, impact analysis and MCP server for AI coding agents
npm Apache-2.0 -
Python/PyPI MCP server for AION Indian Market Intelligence — macro event and NSE sector impact analysis
AGPL-3.0 -
@pr-impact/toolsgithub.com/ducdmdev/pr-impactupdated this year
MCP server providing git/repo tools for AI-powered PR impact analysis
npm MIT -
Open-source, local code intelligence and dependency graph for cross-repository impact analysis. Map APIs, events, schemas, packages, databases, and ownership for AI coding agents via MCP.
NOASSERTION ★ 4 -
kodeklaritygithub.com/vjvkrm/kodeklarityupdated this year
Shared knowledge & memory of your code, for AI agents. Code graph + persistent memory layer — impact analysis, risk scoring, cross-boundary tracing, agent-to-agent knowledge sharing.
npm AGPL-3.0-only -
graphify-mcp-toolsgithub.com/cristianociuti/graphify-mcp-toolsupdated this year
MCP server companion for Graphify: search, impact analysis, and code outlines from knowledge graphs
npm MIT -
reponovagithub.com/cristianociuti/reponovaupdated this year
Knowledge graph builder & MCP server for AI code assistants: search, impact analysis, semantic similarity, and architecture visualization
npm MIT -
flyto-indexergithub.com/flytohub/flyto-indexerupdated this year
Code intelligence MCP server for AI coding agents with impact analysis, semantic search, dependency graphs, and local release gates
pypi Apache-2.0 -
Local codebase maps and change impact analysis for humans and AI agents, with an MCP server.
NOASSERTION -
Deterministic, local-first change-impact analysis for Python, JavaScript, and TypeScript—trace blast radius, suggest tests, and gate risky PRs.
MIT -
Code intelligence CLI — function-level dependency graph across 34 languages, 34-tool MCP server for AI agents, complexity metrics, architecture boundary enforcement, CI quality gates, git diff impact with co-change analysis, hybrid semantic search. Fully local, zero API keys required.
npm Apache-2.0 ★ 100 -
sidstackgithub.com/junixlabs/sidstackupdated this year
Give Claude Code persistent project memory. 32 MCP tools for knowledge, impact analysis, governance & task management. Desktop app (Tauri) + CLI. Local-first, SQLite-based.
MIT ★ 1 -
AIContextBuilder (AICB): semantic code intelligence for AI coding agents on C#/.NET (dotnet). Roslyn MCP server and CLI: change impact, static analysis, code navigation (callers, implementations, dependency injection, tests, side effects, dead code) and context engineering. For Claude Code, Codex, OpenCode, Cursor; Windows desktop app included.
NOASSERTION ★ 12 -
An intelligent MCP server that acts as an AI tech lead for coding agents—providing expert validation, impact analysis, and strategic guidance before code changes are made
npm MIT -
What breaks if I change this file? Import-graph impact analysis for Python and JS/TS over MCP: dependents, affected tests and entry points, cycles, dead-code candidates. Offline, with a confidence line on every answer.
MIT -
Lineage-based impact analysis and remediation for workflow runs: what a bad input, container or incident report reached, what to re-run, delete or disclose, sealed as evidence an auditor verifies offline. Incident triage with a typed classifier, MCP tools for agents, and agent-written providers under a conformance check.
pypi AGPL-3.0-only -
Lineage-based impact analysis and remediation for workflow runs. What a bad input or an incident report reached, what to re-run, delete or disclose, sealed as evidence an auditor verifies offline. Incident triage, MCP tools for agents, agent-written providers. Reads Nextflow, Snakemake, Cromwell, Horus, DNAnexus and Latch.
AGPL-3.0 ★ 5 -
Deterministic change-impact analysis for engineers and coding agents.
pypi MIT -
Òtítọ́: deterministic local repository context, impact analysis, and merge evidence.
npm MIT -
Solumbe: deterministic local repository context, impact analysis, and merge evidence.
npm MIT -
Semantic code intelligence MCP server for Claude Code - project maps, symbol search, impact analysis, and more
NOASSERTION ★ 73 -
Code intelligence for AI assistants (MCP), CLI, and HTTP API - symbol navigation, impact analysis, architecture
npm SEE LICENSE IN LICENSE -
ckbgithub.com/SimplyLiz/ckbactive
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping
NOASSERTION ★ 113 -
Code graph for AI agents: impact analysis and call tracing over MCP (Python, TypeScript). Local, deterministic, SQLite.
MIT ★ 2 -
Semantic code graph for AI agents — deterministic FQN resolution, impact analysis and architectural drift gates, exposed over MCP.
pypi MIT -
A high-performance code intelligence graph for LLMs and AI agents. Sub-second structural queries, impact analysis, and cross-repo API contracts for autonomous coding workflows.
MIT ★ 10 -
Production-grade MCP server for JavaScript/TypeScript code analysis, dependency tracing, change impact analysis, and risk assessment.
MIT -
Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, impact analysis, symbol search, and more.
MIT ★ 231 -
Local-first repository analysis engine: code structure, dependency impact, and data lineage via CLI, Python API, and a read-only MCP server. Deterministic by default.
Apache-2.0 ★ 1 -
Native Rust code intelligence for repository navigation, change review, impact analysis, and code health, backed by per-project RocksDB.
MIT ★ 4 -
A code graph an LLM can actually use. Tree-sitter across 6 languages, typed ontology with inferred architectural roles, impact analysis, 9 interactive views, MCP server. No embeddings, no vector DB.
MIT ★ 2 -
reponovagithub.com/CristianoCiuti/reponovaupdated this year
Turn your codebase into a knowledge graph. 11 MCP tools for AI code assistants — search, impact analysis, shortest path, semantic similarity, and more.
MIT ★ 8 -
MCP server that indexes any codebase with tree-sitter into one local SQLite file — function inventory, call graph, call chains, module dependency graph, control-flow graph, impact analysis and dead-code detection for AI coding agents (Claude Code, Cursor,
npm MIT -
Local codebase indexing and search tool. Supports hybrid search, flow tracing and impact analysis.
MIT ★ 27 -
AI Architect Codebase: cross-platform code intelligence MCP for Claude Code, Codex, Gemini, Cursor, VS Code, and Zed. Tree-sitter AST to LadybugDB graph, hybrid search, and impact analysis.
MIT ★ 7 -
ocal-first repository intelligence for Cursor MCP and AI coding agents. Arc Index, Arc Graph, blast-radius impact analysis, and evidence-backed context. Analysis stays on your machine.
NOASSERTION -
CLI + MCP server (23 tools) for AI-assisted development: code-graph indexing with blast-radius & impact analysis, task registry on node:sqlite, docs linting, UI-freeze registry. Zero runtime dependencies; Node SEA binary + Tauri UI.
CC-BY-4.0 -
codehelpergithub.com/VeyrForge/codehelperno update data
Local-first code intelligence for AI coding assistants: MCP tools, symbol graph search, impact analysis, and auto-index watch for Cursor, Claude Code, and Codex.
smithery -
mugithub.com/0ximu/muactive
MCP server that gives AI assistants deep codebase understanding. Semantic graph, BM25 search, impact analysis, code review.
Apache-2.0 ★ 70 -
sciogengithub.com/ayanbag/sciogenupdated this year
Codebase intelligence layer — an embedded knowledge graph that makes call-graph and change-impact analysis instant.
MIT -
Advanced MCP server for Databricks workspace intelligence — dependency scanning, impact analysis, notebook review, and job/pipeline operations.
pypi MIT -
Local code index for AI agents. Scans a repo with tree-sitter into one SQLite file — function inventory, call graph, module deps, control flow, impact analysis — then serves 32 MCP tools to Claude Code, Cursor and VS Code. No LLM calls, no upload, no telemetry. npm i -g codindex
MIT ★ 3 -
codegraph is a local-first code context engine and MCP server for repositories. It incrementally indexes source code into a lightweight SQLite graph, then exposes high-signal tools for symbol lookup, call graph traversal, impact analysis, related test discovery, and semantic search. Built in Go with a single-binary workflow, it is designed to work
NOASSERTION ★ 4 -
MCP server providing healthcare analytics capabilities for Smartsheet, including clinical note summarization, patient feedback analysis, and research impact assessment
MIT ★ 14 -
⚙️✅ Self-hostable, read-only RBAC change-impact analysis backend with REST and MCP interfaces. Made for practice, can also be used as production ready micro boilerplate.
MIT ★ 7 -
AI context that survives the chat window. Persistent repo memory, impact analysis, and instant style audits in one command.
MIT ★ 4 -
Precise verification for coding agents on Android: compact screens, impact analysis, verdicts with evidence, UI, performance and compatibility checks. CLI and MCP server.
Apache-2.0 ★ 3 -
MCP server with 228 tools for Salesforce: metadata, flows, Apex, LWC, Agentforce, OmniStudio, reports, permissions, impact analysis and more. Manage your org from Claude in natural language.
MIT ★ 2 -
sundr-mcpgithub.com/keithwyatt/sundrupdated this year
MCP server for device repair decisions - should I repair or replace my phone, laptop, tablet? Get repair costs, trade-in values, and environmental impact analysis.
npm MIT -
Safety-first context & orchestration engine for AI coding agents. MCP server with mandatory research pipeline, knowledge graph, impact analysis, decision memory, and safety guard — works with any MCP client.
npm MIT -
Guardrails for AI coding agents (Claude Code, Cursor, Codex): impact analysis, architecture rules, blocked bad changes and a tamper-evident record. Run with npx; downloads the verified Garuda release binary.
npm Apache-2.0 -
Local-first code intelligence over MCP: BM25/FTS5 + AST graph, impact analysis, project memory and safe writes. Text-first by default; optional dense. Works with OpenCode and Zed.
MIT ★ 3 -
A token-efficient code map for AI coding agents: outline, call graph, "who calls this?" and impact analysis without reading whole files. PHP, TS/Vue, Rust, Swift, Python, Go. One binary, CLI + MCP.
MIT ★ 14