MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13.958 servers in dieser Kategorie.
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Turns non-deterministic agent work into a replayable, observable, and policy-bound execution contract through a specification-first workflow.
$claude mcp add ouroboros -- uvx ouroboros-ai
Provides an ecosystem of over 2,700 scientific tools, datasets, and machine learning models for AI agents to perform research and data analysis.
$claude mcp add tooluniverse -- uvx tooluniverse
Provides an AI client with a searchable, cited knowledge base of CPU performance engineering literature, benchmarks, and technical documentation.
$claude mcp add cpu-perf -- uvx cpu-perf
Converts plain-English questions into SQL queries against your database schemas and returns the generated SQL and results.
$claude mcp add queryweaver -- docker run -i --rm docker.io/falkordb/queryweaver:0.0.11
Connect AI assistants to DuckDB, MotherDuck, or S3-hosted databases to execute SQL queries and perform data engineering tasks.
$claude mcp add mcp-server-motherduck -- uvx mcp-server-motherduck
Connects R or Python sessions in RStudio or Positron to LLM agents for interactive data analysis, code execution, and automated manuscript auditing.
$claude mcp add clauder -- uvx clauder-mcp
Records and analyzes coding agent sessions to replay events, summarize phases, and evaluate evidence health.
$claude mcp add agent-trace -- uvx agent-strace
Enables AI coding agents to navigate codebases by symbol, maintain persistent memory across sessions, and reduce token usage through Bash command rewriting.
$claude mcp add token-savior-recall -- uvx token-savior-recallEnables AI coding agents to navigate codebases by symbol, maintain persistent memory across sessions, and reduce token usage via Bash command rewriting.
$claude mcp add token-savior -- uvx token-savior-recall
Enables AI clients to perform causal inference and econometrics using Stata and R-style routines directly within a Python environment.
$claude mcp add statspai -- uvx statspai
Allows an AI client to interact with live Altium Designer, KiCad, or EasyEDA sessions to design schematics, PCBs, and manage libraries.
$claude mcp add eda-agent -- uvx eda-agent
Look up GSA per diem lodging and M&IE rates by city, ZIP, or state and estimate federal travel costs.
$claude mcp add gsa-perdiem-mcp -- uvx gsa-perdiem-mcp
Lets AI clients create, read and edit Excel workbooks with charts, PivotTables, formulas and conditional formatting without Microsoft Excel.
$claude mcp add excel-mcp-server -- uvx excel-mcp-server
Analyzes codebases for dead code, security vulnerabilities, secrets, and AI-generated mistakes across multiple programming languages.
$claude mcp add skylos -- uvx skylos
Emulates enterprise SaaS APIs like Slack, GitHub, and Jira locally for testing integrations and evaluating AI agents without vendor accounts.
$claude mcp add backlot -- uvx backlot
Protects AI agents from prompt injection and reduces token costs by pruning AST context and enforcing local governance.
$claude mcp add ctxfw -- uvx ctxfw
Provides AI agents with a local, offline environment for executing code in 31 languages, performing symbolic math, and solving logic problems.
$claude mcp add codecalc -- uvx codecalc
Lets an AI client query an indexed codebase for callers, change risk, health scores, tests, ownership, and cited answers.
$claude mcp add --transport http repowise-hosted https://api.repowise.dev/mcp
Provides an AI client with reference material, prompts, and templates for building and scaling Claude Code agents.
$claude mcp add claude-code-ultimate-guide -- npx -y claude-code-ultimate-guide-mcp
Enables AI assistants to automate PCB design, schematic authoring, and component management within KiCAD.