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

swagger-ts-mcp

145

lhbDesign/swagger-ts-gen

MCP server Claude CodeCodexCursor +2

Auto-generate TypeScript types from Swagger/OpenAPI docs for frontend API files. Supports CLI and MCP Server mode. Runs locally from the swagger-ts-mcp npm package.

not rated 3 5mo ago A tokens not measured

ts-language-mcp

146

jgauffin/ts-language-mcp

MCP server Claude CodeCodexCursor +2

TypeScript Language Server exposed via MCP for AI agents. Runs locally from the ts-language-mcp npm package.

not rated 3 4d ago A tokens not measured original Apache-2.0

sandraschi/database-operations-mcp

MCP server Claude CodeCodexCursor +2

MCP server "database-operations-mcp" as configured in sandraschi/database-operations-mcp. Runs locally from the database-operations-mcp Python package.

not rated 3 5d ago A tokens not measured original MIT

mcp-abap-abap-adt-api

148

Ciltress/sap-abap-mcp

MCP server Claude CodeCodexCursor +2

MCP server wrapping abap-adt-api for full ABAP ADT development workflows (object CRUD, transports, locking, syntax check, activation) against SAP systems. Runs locally from the mcp-abap-abap-adt-api npm package. Needs 33 environment variables to run.

not rated 3 12d ago A tokens not measured original MIT

yaml-workflow

149

orieg/yaml-workflow

MCP server Claude CodeCodexCursor +2

A lightweight workflow engine for CI/CD pipelines, data processing, and DevOps automation — define tasks in YAML, run anywhere. Runs locally from the yaml-workflow Python package.

not rated 3 5d ago A tokens not measured original MIT

ausecon-mcp-server

150

AnthonyPuggs/ausecon-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for Australian economic data from the ABS, RBA, and APRA. Runs locally from the ausecon-mcp-server Python package.

not rated 3 +1 2d ago A tokens not measured original MIT

aicraft-code-review

151

GoodJobwilliam/aicraft

MCP server Claude CodeCodexCursor +2

Code review as an MCP server — structured reviews with OWASP security scanning. Runs locally from the aicraft-code-review Python package.

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

ohm-mcp

152

Murugarajr/ohm-mcp

MCP server Claude CodeCodexCursor +2

AST-based Python refactoring MCP server with safe automated refactorings and rollback. Runs locally from the ohm-mcp npm package.

not rated 2 7mo ago A tokens not measured original MIT

browsertap-mcp

153

LinVireo/browsertap-mcp

MCP server Claude CodeCodexCursor +2

Real-browser MCP server with a BrowserBridge/CDP transport, screenshots, cookies, and physical input. Runs locally from the browsertap-mcp Python package. Needs 4 environment variables to run.

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

i1n

154

Pakvothe/i1n-cli

MCP server Claude CodeCodexCursor +2

Agent-complete localization: extract strings, push keys, AI-translate, pull type-safe TS types. Runs locally from the i1n npm package.

not rated 2 20d ago A tokens not measured original MIT

chimeraforge

155

Sahil170595/Chimeraforge

MCP server Claude CodeCodexCursor +2

LLM deployment optimizer (performance, cost, and safety) — backed by 204,000 real measurements on consumer GPUs. Runs locally from the chimeraforge Python package.

not rated 2 today A tokens not measured original MIT

a2cr-mcp

156

a2cr/a2cr

MCP server Claude CodeCodexCursor +2

Local MCP workspace for AI agent handoff checkpoints, WorkStash notes, and WorkThreads. Runs locally from the a2cr-mcp Python package. Needs 1 environment variable to run.

not rated 2 yesterday A tokens not measured original Apache-2.0

rmbr

157

SRock44/rmbr

MCP server Claude CodeCodexCursor +2

Give your agent memory and knowledge. One file, three lines, no server, no API key. Runs locally from the rmbr Python package.

not rated 2 yesterday A tokens not measured original MIT

mcp-sudact

158

atomno-mcp/mcp-sudact

MCP server Claude CodeCodexCursor +2

Thin MCP client for Russian court practice (Sudact) hosted API: full-text case search + full decision text. Engine is hosted; this package only talks to the atomno-mcp backend. Runs locally from the atomno-mcp-sudact Python package. Needs 1 environment variable to run.

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

aishield

159

lm203688/aishield

MCP server Claude CodeCodexCursor +2

MCP server "aishield" as configured in lm203688/aishield. Runs api.mcp_server with python.

not rated 2 today A tokens not measured original MIT

swiss-democracy-mcp

160

malkreide/swiss-democracy-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Swiss direct democracy data: Swissvotes (1848+), BFS opendata.swiss, SRGSSR Polis (1900+). Runs locally from the swiss-democracy-mcp Python package.

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

type-atlas

161

tyler-mitchell/type-atlas

MCP server Claude CodeCodexCursor +2

Editor-grade TypeScript, Markdown, and JSON intelligence for coding agents. Runs locally from the @type-atlas/mcp npm package.

not rated 2 7d ago A tokens not measured original Apache-2.0

lpc-mcp

162

gesslar/lpc-mcp

MCP server Claude CodeCodexCursor +2

MCP server for LPC language server. Runs locally from the @gesslar/lpc-mcp npm package.

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

tend

163

jahala/umbel

MCP server Claude CodeCodexCursor +2

Audit a JS/TS repo with established scanners, then fix the findings with parallel AI sessions in a safe scan-fix-rescan loop. Runs locally from the tend-cli npm package.

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

dart

164

gsmlg-app/flutter-app-template

MCP server Claude CodeCodexCursor +2

MCP server "dart" as configured in gsmlg-app/flutter-app-template. Launched with dart mcp-server.

not rated 2 yesterday A tokens not measured

laravel-boost

165

MedouneSGB/postvisit

MCP server Claude CodeCodexCursor

MCP server "laravel-boost" as configured in MedouneSGB/postvisit. Launched with php ./artisan boost:mcp.

not rated 2 6mo ago A tokens not measured

dart

166

iamv4g/dnd_kit

MCP server Claude CodeCodexCursor

MCP server "dart" as configured in iamv4g/dndkit. Launched with fvm dart mcp-server.

not rated 2 19d ago A tokens not measured original MIT

ayushtiwari110/gdb-MCP-Server

MCP server Claude CodeCodexCursor

MCP server "onlinegdb-cpp-executor" as configured in ayushtiwari110/gdb-MCP-Server. Needs 2 environment variables to run.

not rated 2 1y ago A tokens not measured

pykernel-mcp

168

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