MCP Servers 15,640
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Gtags Server
Indexed C/C++ code navigation for AI agents — GNU Global (gtags) lookups over MCP, not grep scans.

Stackguide
Dynamic context loading for AI assistants with TDD workflow and AST analysis

Inistate MCP
MCP server for the Inistate platform: module discovery, entry management, and activity submission.

Rancher
Capability-aware MCP server for Rancher-managed Kubernetes: discovery, resources, workflows.

Multidim
Structured thinking grids for AI agents: deterministic analysis frames, validation, learned traps

Gsc
Google Search Console MCP server — query performance, sitemaps, indexing & more

Ledger
Exact-decimal double-entry for agents.

Yourimageshare
MCP server exposing the YourImageShare upload API (upload/list/delete) as tools for AI agents.

Wapimaji
💧 WapiMaji MCP — Kenya Water & Drought Intelligence

Stallhunt
Evidence-backed Linux performance triage over MCP

Piaso
PIASO single-cell ecosystem docs (PIASO, COSG, cytome, LARIS, cytorete) + live PIASOmarkerDB

Agent Guardrail
Deterministic policy firewall for AI agent tool calls - YAML rules, not a fuzzy risk score.

Weavatrix Online
Weavatrix Online extension: guarded sync, advisories, malware review, architecture contracts.

Chp
Learn and adopt the Capability Host Protocol — the agentic web's open evidence layer.

Scrape-LE
Analyse robots.txt content and report whether a path may be crawled.

Japan Real Estate Intel
Japan real estate MCP: land price, risk, foot traffic, renovation.

Bovedia
Memoria personal para Claude Code en notas Markdown; no carga el contexto a ciegas.

SF Muni Real-Time Transit
Real-time SF Muni departures, routes, alerts, vehicle positions, and schedules.

SutraNew
Private, portable memory and reusable skills for AI agents.

Corroborate
Honest claim corroboration for AI agents: syndication-aware independent-source counting.

Camptocamp
API Camptocamp.org : itinéraires alpins, sommets et points de passage.

Calculator Server
Evaluate, simplify, and differentiate mathematical expressions.
