Languages MCP servers

521 tagged Languages, measured the same way as everything else here.

Browse within: model-context-protocol 94ai-tools 17fastmcp 17local-first 11fastapi 10pipeworx 9AI Platform 8africa 8agent-runtime 8kenya 8knowledge-graph 8ai-coding 7swiss-open-data 7Structured Output 6

pykernel-mcp

169

DOsinga/pykernel_mcp

MCP server Claude CodeCodexCursor

MCP server providing persistent IPython kernel for executing Python code with numpy, pandas, and matplotlib. Runs locally from the pykernel-mcp Python package.

not rated 2 11mo ago A tokens not measured original MIT

markfetch

170

vasylenko/markfetch

MCP server Claude CodeCodexCursor

TypeScript Execute (tsx): Node.js enhanced with esbuild to run TypeScript & ESM files. Runs locally from the tsx npm package.

not rated 2 16d ago A tokens not measured copy · 81% MIT

sqlmesh

171

Doctacon/mcp-worktree-workflows

MCP server Claude CodeCodexCursor

One of 8 in .mcp.json

The fast, Pythonic way to build MCP servers and clients. Runs locally from the fastmcp Python package. Needs 1 environment variable to run.

not rated 2 4mo ago A tokens not measured

fpd-mcp

172

Tam1379/uspto_fpd_mcp

MCP server Claude CodeCodexCursor +2

MCP server "fpd-mcp" as configured in Tam1379/usptofpdmcp. Runs locally from the fpd-mcp Python package.

not rated 2 yesterday A tokens not measured original MIT

fluffos-mcp

173

gesslar/fluffos-mcp

MCP server Claude CodeCodexCursor +2

MCP server for FluffOS driver tools - validate and disassemble LPC code. Runs locally from the @gesslar/fluffos-mcp npm package.

not rated 2 2d ago A tokens not measured original 0BSD

godoc-mcp

174

captjt/godoc-mcp

MCP server Claude CodeCodexCursor

AI-powered MCP server that intelligently fetches Go package documentation using GoDoc and OpenRouter. Runs locally from the godoc-mcp npm package.

not rated 2 1y ago A tokens not measured original MIT

semantic-cache-mcp

175

CoderDayton/semantic-cache-mcp

MCP server Claude CodeCodexCursor +2

Lightweight MCP server for semantic file caching with 80%+ token reduction. Runs locally from the semantic-cache-mcp Python package.

not rated 2 3d ago A tokens not measured original MIT

ipython-mcp

176

gabiteodoru/ipython-mcp

MCP server Claude CodeCodexCursor

MCP Server for IPython kernel integration. Runs locally from the ipython-mcp Python package.

not rated 2 1y ago A tokens not measured original MIT

java-jdtls-mcp-server

177

SachieWang/java-jdtls-mcp-server

MCP server Claude CodeCodexCursor

MCP Server for Java using JDT.LS. Runs locally from the @sachiewonder/java-jdtls-mcp-server npm package.

not rated 2 5mo ago A tokens not measured GPL-3.0

mcp-java-dev-tools

178

nimbly-dev/mcp-java-dev-tools

MCP server Claude CodeCodexCursor +2

MCP server "mcp-java-dev-tools" as configured in nimbly-dev/mcp-java-dev-tools. Runs locally from the mcp-java-dev-tools npm package.

not rated 2 today A tokens not measured

figmma

179

stuffbucket/figmma

MCP server Claude CodeCodexCursor

TypeScript Execute (tsx): Node.js enhanced with esbuild to run TypeScript & ESM files. Runs locally from the tsx npm package.

not rated 2 5mo ago A tokens not measured

remedify

180

higakikeita/remedify

MCP server Claude CodeCodexCursor +2

Turn vulnerability scan results into concrete, OS-specific remediation commands. Runs locally from the remedify Python package.

not rated 2 5d ago A tokens not measured original Apache-2.0

contribution-compass

181

amk9978/contribution-compass

MCP server Claude CodeCodexCursor +2

MCP server "contribution-compass" as configured in amk9978/contribution-compass. Runs locally from the contribution-compass Python package.

not rated 2 4d ago A tokens not measured original MIT

python-runner

182

rifaterdemsahin/mcp

MCP server Claude CodeCodexCursor

MCP server to run Python code in a sandbox. Runs locally from the @pydantic/mcp-run-python npm package.

not rated 2 1y ago A tokens not measured

cgr-capture

183

GNS-Foundation/grafomem

MCP server Claude CodeCodexCursor +2

One of 2 in server.json

MCP server that captures agent judgments and outcomes as CGR substrate on GRAFOMEM Cloud. Runs locally from the grafomem-cgr Python package. Needs 6 environment variables to run.

not rated 2 today A tokens not measured original MIT

swiss-statistics

185

malkreide/swiss-statistics-mcp

MCP server Claude CodeCodexCursor +2

MCP server "swiss-statistics" as configured in malkreide/swiss-statistics-mcp. Runs swiss_statistics_mcp.server with python.

not rated 2 4d ago A tokens not measured original MIT

abap-mcp

186

palimkarakshay/abap-mcp

MCP server Claude CodeCodexCursor

Make your AI agent an expert SAP ABAP/RAP consultant: offline lint, Cloud readiness, scaffolding. Runs locally from the abap-mcp npm package.

not rated 2 11d ago A tokens not measured original MIT

prospector

187

thomasproject-stack/signal-prospector

MCP server Claude CodeCodexCursor

Prospector is a tool to analyse Python code by aggregating the result of other tools. Runs locally from the prospector Python package.

not rated 2 +1 1mo ago A tokens not measured original MIT

rope-mcp-server

188

krystofbe/rope-mcp-server

MCP server Claude CodeCodexCursor

MCP server for Python refactoring via Rope library. Runs locally from the rope-mcp-server Python package.

not rated 1 +1 7mo ago A tokens not measured

mcp-python

189

qurioskill/mcp-python-demo

MCP server Claude CodeCodexCursor

MCP server providing a Python REPL with persistent session. Runs locally from the mcp-python Python package.

not rated 1 1mo ago A tokens not measured

trove-runtime

190

JNHFlow21/trove

MCP server Claude CodeCodexCursor +2

MCP server "trove-runtime" as configured in JNHFlow21/trove. Runs locally from the trove-runtime Python package.

not rated 1 yesterday A tokens not measured original Apache-2.0

needrail

191

ANAMIZED/NeedRail

MCP server Claude CodeCodexCursor +2

MCP server "needrail" as configured in ANAMIZED/NeedRail. Runs locally from the needrail Python package. Needs 2 environment variables to run.

not rated 1 2d ago A tokens not measured

civitae

192

SunrisesIllNeverSee/agent-universe

MCP server Claude CodeCodexCursor +2

MCP server and CLI for CIVITAE on Signomy — governed AI agent marketplace with constitutional governance, trust tiers, and seed provenance. Runs locally from the civitae-mcp Python package.

not rated 1 today A tokens not measured original MIT

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