MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51201 |
korea-space-support-mcp
Claim
AI agents can search and match Korean space, aerospace, and defense R\&D suppor…
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| 51202 |
condensation-mcp
Claim
Enables users to assess condensation and mold risk for building surfaces using …
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| 51203 |
MCP Google Trends Server
Claim
Provides access to Google Trends search interest data with backtesting support,…
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| 51204 |
Puppeteer Browser
Claim
Browser automation server that enables interaction with web pages, taking scree…
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| 51205 |
OneLore
Claim
Shared project context for AI agents and teams: docs, tasks, and messages that …
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| 51206 |
the-notebook-mcp
Claim
Enables AI agents to directly manipulate Jupyter Notebook cells and structure t…
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| 51207 |
rndocs
Claim
Search and read React Native documentation offline from the terminal.
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| 51208 |
Basecamp MCP Server
Claim
Enables AI assistants to automate Basecamp operations including project managem…
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| 51209 |
speak-to-me-mcp
Claim
This MCP server enables Claude to speak summaries, announcements, and explanati…
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| 51210 |
Membrane
Claim
An MCP server that gives AI agents persistent, verifiable memory by storing con…
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| 51211 |
Reprise
Claim
Un-flattens flat AI designs into editable layers with bit-perfect reproduction …
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| 51212 |
Enables image generation using Google's Gemini 2 API with customizable paramete…
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| 51213 |
repo-index-mcp
Claim
A local codebase retrieval tool that indexes a git repository into SQLite and p…
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| 51214 |
swisstopo-mcp
Claim
MCP server for Swiss federal geodata -- maps, elevation, geocoding, cadastral e…
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| 51215 |
Roam MCP
Claim
MCP server for Roam Research that enables AI assistants like Claude and Cursor …
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| 51216 |
Supabase Lite MCP Server
Claim
A lightweight MCP server that provides 8 essential Supabase database management…
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| 51217 |
garmin-mcp
Claim
Enables Claude to access and query your Garmin Connect data, including sleep, a…
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| 51218 |
Provides access to Roman Catholic Liturgical Calendar data, enabling retrieval …
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| 51219 |
mithra-mcp
Claim
Turns a one-person, multi-project workspace into state an agent can reason over…
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| 51220 |
Mockloop MCP
Claim
An Intelligent Model Context Protocol server that generates mock servers from O…
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| 51221 |
Generates formal string diagram visualizations of Lushy brick compositions, ena…
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| 51222 |
test_zikim
Claim
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| 51223 |
cic-mcp-shared
Claim
Enables cross-session memory, weighting, and factory/PR/artifact linking for CI…
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| 51224 |
ralph-wiggum-mcp
Claim
An enhanced Model Context Protocol (MCP) server implementing the Ralph Wiggum t…
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| 51225 |
Zileo Docs
Claim
MCP server for indexing, semantic search, and generation of multi-format docume…
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| 51226 |
Ares DevOps MCP Server
Claim
Enables seamless interaction with Azure DevOps for managing Git repositories, b…
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| 51227 |
simple_snowflake_mcp
Claim
Enables natural language querying and management of Snowflake databases, includ…
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| 51228 |
Scry
Claim
Free IPv4 lookups against a distributed attacker-observation corpus.
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| 51229 |
MCP server for Depyler: Python-to-Rust transpiler with analysis and verificatio…
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| 51230 |
VideoGen Advisor
Claim
A unified MCP server for video generation that intelligently routes requests to…
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| 51231 |
MemoryMCP
Claim
A persistent memory MCP server specialized for Japanese, featuring hybrid searc…
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| 51232 |
Alpaca MCP Server
Claim
An MCP server implementation for Alpaca's Trading API that enables LLMs to inte…
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| 51233 |
Vestel Jira MCP Server
Claim
Connects AI assistants to Jira, enabling retrieval, search, creation, and updat…
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| 51234 |
Gmail MCP Server
Claim
Enables Claude to read, search, send, label, and trash emails in any Gmail acco…
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| 51235 |
mcp-compressor
Claim
A proxy that intercepts MCP responses to reduce token consumption by compressin…
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| 51236 |
agent-delegate
Claim
agent-delegate is an MCP-first delegation advisor for coding agents. It helps a…
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| 51237 |
xp-mcp
Claim
Talk to your XP Investimentos portfolio through Claude — 100% local, read-only,…
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| 51238 |
vercel-mcp
Claim
Enables interaction with Vercel API to manage deployments, domains, projects, a…
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| 51239 |
A remote MCP image generation server that unifies OpenAI Images and Gemini gene…
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| 51240 |
MCP Server Demo
Claim
A demonstration MCP server that provides calculator tools for arithmetic operat…
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| 51241 |
An MCP server that integrates X (Twitter) API access with Grok-powered intellig…
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| 51242 |
SnackMachine
Claim
Modular snack registry, scheduler, spool, and MCP knowledge conduit that enable…
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| 51243 |
ttt-mcp
Claim
Exposes tic-tac-toe game tools (new_game, get_state, make_move) for Claude to p…
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| 51244 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 51245 |
mcp-cybersec-server
Claim
MCP server that supports cybersecurity operations by providing CVE lookup, risk…
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| 51246 |
proxmox-mcp
Claim
Provides tools to manage Proxmox VE clusters via Claude Code, enabling listing …
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| 51247 |
mcp-
Claim
Get reliable daily close financial context for Korean stocks and crypto. Access…
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| 51248 |
iototsample
Claim
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| 51249 |
Percival Ubuntu
Claim
Percival Ubuntu is a security-focused MCP server for safe Ubuntu operations, op…
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| 51250 |
ArXiv MCP Server
Claim
Enables AI assistants to search, download, and read arXiv papers, with automati…
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