MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 1 hour, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57351 |
Bring! MCP Server
Claim
MCP server for the Bring! shopping list API, enabling management of shopping li…
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| 57352 |
keboola-mcp-server
Claim
interact with Keboola Connection Data Platform. This server provides tools for …
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| 57353 |
hippocampus-mcp
Claim
A personal memory MCP server that ingests AI agent conversation logs from multi…
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| 57354 |
OpenCode Advisor MCP
Claim
An unofficial MCP server that lets Codex ask a read-only OpenCode advisor for a…
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| 57355 |
mermaid_mcp_tool
Claim
Provides Mermaid code validation and iterative line-level repair to fix syntax …
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| 57356 |
MCP Filesystem Server
Claim
Provides file system operations (list, read, write, search) via MCP, enabling a…
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| 57357 |
Think MCP Server
Claim
Provides prompt management, resource management, and tool call capabilities (co…
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| 57358 |
A Model Context Protocol server that enables AI assistants to fetch Reddit cont…
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| 57359 |
mcp-feedback-pipe
Claim
Web-based feedback collection tool for MCP environments with Markdown, Mermaid …
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| 57360 |
chickchickboom
Claim
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| 57361 |
S.C.R.U.B.
Claim
A code quality MCP server with 22 tools for deterministic linting, formatting, …
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| 57362 |
DDG MCP Server
Claim
A basic MCP server template built with FastMCP framework that provides example …
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| 57363 |
Replicate MCP Server
Claim
Enables AI image generation and editing using Replicate's official models like …
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| 57364 |
MATRIX
Claim
A local, project-scoped requirement management MCP server that enables AI agent…
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| 57365 |
GEMPACK MCP
Claim
An MCP server that exposes the local GEMPACK CGE toolchain (TABLO, GEMSIM, HAR …
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| 57366 |
CaptureMind
Claim
Turn Claude Desktop conversations into visual mind maps via MCP.
Highlights blo…
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| 57367 |
flux7-memory
Claim
Governed multi-agent memory for AI agents. Hybrid markdown + SQLite store with …
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| 57368 |
Jules MCP Server
Claim
Enables LLMs to create and manage Google Jules coding sessions programmatically.
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| 57369 |
memory-mcp
Claim
Enables reading, writing, and searching a local markdown-based memory store usi…
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| 57370 |
Tailscale RMCP
Claim
Tailscale device, route, DNS, key, user, and ACL management over MCP and CLI.
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| 57371 |
ai-credits-mcp
Claim
MCP server that exposes AI credit usage data from OpenMeter to the TAIS AI chat…
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| 57372 |
google-mcp-suite-network
Claim
A tiny TypeScript wrapper that exposes five stdio MCP servers (Gmail, Calendar,…
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| 57373 |
mcp-aws-cost-doctor
Claim
Read-only AWS cost diagnostic server that enables AI agents to detect idle reso…
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| 57374 |
A FastAPI-based MCP server orchestrated with Docker Compose, integrating Redis …
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| 57375 |
Revolut MCP
Claim
Bridges AI assistants with the Revolut Business API to enable banking operation…
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| 57376 |
qiaomu-llm-mcp
Claim
A local MCP gateway that unifies multiple LLM providers, API keys, routing, and…
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| 57377 |
MCP server for the Steuerboard API, enabling interaction with Steuerboard servi…
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| 57378 |
Yahoo Finance MCP Server
Claim
A lightweight MCP server for accessing Yahoo Finance data, providing stock pric…
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| 57379 |
Ambari MCP Server
Claim
Enables AI assistants to manage Apache Ambari clusters, including services, hos…
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| 57380 |
mcp-isin
Claim
Validates ISIN and CUSIP securities identifiers, and converts CUSIP to ISIN. Pa…
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| 57381 |
Evolution MCP Server
Claim
MCP server for managing WhatsApp instances and sending messages through Evoluti…
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| 57382 |
mcpfoundry
Claim
A CLI tool that generates production-ready MCP servers from databases or OpenAP…
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| 57383 |
chatgpt-review-mcp
Claim
An MCP server that lets Claude Code send prompts to a logged-in ChatGPT web ses…
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| 57384 |
XRPL MCP Server
Claim
Provides read-only access to the XRP Ledger for querying accounts, transactions…
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| 57385 |
source-rag-mcp
Claim
MCP server for searching, browsing, and analyzing decompiled Minecraft source c…
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| 57386 |
Engram
Claim
A local-first memory MCP server that enables storing, searching, and managing p…
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| 57387 |
Worcadian MCP Service
Claim
Exposes three tools from the Worcadian JSON-RPC game server API (check_wordlist…
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| 57388 |
Enables interactive exploration of guitar chord voicings through an MCP server …
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| 57389 |
mcp-powerbi-desktop
Claim
Model Context Protocol server that enables querying and modifying live Power BI…
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| 57390 |
webcal-mcp
Claim
A read-only MCP server that exposes iCalendar feeds as queryable tools for LLM …
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| 57391 |
DB Timetable MCP Server
Claim
Provides access to Deutsche Bahn's timetable data through MCP, enabling real-ti…
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| 57392 |
Eventor MCP Server
Claim
Enables AI agents to manage events, races, and batches on Eventor via auto-gene…
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| 57393 |
McPortfolio
Claim
Enables LLM-driven portfolio optimization using natural language, providing too…
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| 57394 |
Rapport MCP Server
Claim
Enables AI assistants to query local conversation transcripts and relationship …
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| 57395 |
clo3d-mcp
Claim
Enables AI-assisted garment design by letting Claude (or any MCP host) drive CL…
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| 57396 |
braintrust-lite
Claim
An MCP server that enables Claude Code to concurrently consult Codex and Gemini…
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| 57397 |
Custom MCP Server
Claim
Integrates multiple MCP servers with LLM capabilities for browser automation an…
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| 57398 |
opencode-cli-mcp
Claim
Wraps opencode CLI's HTTP API into MCP tools for agent run, session management,…
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| 57399 |
codegraph-mcp
Claim
MCP server that enables intent search over Python call graphs inside Cursor, re…
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| 57400 |
CallZero MCP Server
Claim
Enables AI assistants to make phone calls via CallZero service, with tools for …
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