MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 2 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63201 |
askdb
Claim
Self-hosted MCP server that bridges your MongoDB or PostgreSQL database to AI a…
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| 63202 |
mrholmes
Claim
Enables users to execute OSINT tasks from 88 catalogued repositories through sa…
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| 63203 |
myscrape
Claim
A self-contained web-research MCP server that lets local LLM agents search, fet…
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| 63204 |
Enables students to securely access and manage their academic data from Isparta…
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| 63205 |
docuflow
Claim
Provides a unified interface for AI agents and scripts to read, create, and edi…
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| 63206 |
MCP server for Canva - create designs, manage assets, use templates, export gra…
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| 63207 |
Seonix SEO MCP
Claim
Lets any AI agent audit any website for SEO, GEO/AEO, and speed problems, repor…
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| 63208 |
A macOS Reminders tool service using AppleScript, exposing CRUD operations via …
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| 63209 |
LLM Council MCP
Claim
A lightweight, local MCP server for Mac that replicates a 3-stage LLM council w…
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| 63210 |
MCP Inflow Ingredients
Claim
Enables AI assistants to interact with Inflow Inventory API for managing ingred…
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| 63211 |
OBTO
Claim
Your AI builds, deploys, and runs full-stack apps on a hosted workspace created…
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| 63212 |
Dynoxide
Claim
A DynamoDB-compatible database engine (Rust, SQLite-backed) whose MCP server ex…
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| 63213 |
Roster
Claim
Enables querying your team's work (stats, overdue, workload, active members, et…
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| 63214 |
test-smithery
Claim
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| 63215 |
An MCP server that enables high-quality image generation using OpenAI's GPT-Ima…
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| 63216 |
alpine-mcp
Claim
Provides the complete Alpine.js documentation as resources, enabling AI assista…
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| 63217 |
zugabot
Claim
Paid dev services for AI agents: code review, bug-fix, tests, docs, audits. USD…
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| 63218 |
autokg
Claim
Turns warehouse/lakehouse tables into a governed entity-relationship knowledge …
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| 63219 |
Echo Prayer MCP Server
Claim
Provides guided prayers, semantic search, and pastoral care tools (encouragemen…
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| 63220 |
Jokes MCP Server
Claim
Enables users to fetch and display various types of jokes (Chuck Norris, Dad jo…
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| 63221 |
Toggl MCP Server
Claim
Enables AI assistants to interact with the Toggl time tracking API to manage ti…
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| 63222 |
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
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| 63223 |
mailmcp
Claim
Your mailboxes in ChatGPT and Claude: Gmail, iCloud, Fastmail, any IMAP. Passwo…
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| 63224 |
Cymosoft
Claim
Cymosoft JSC profile and case studies (EN/JA) plus Japanese text utilities (文字数…
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| 63225 |
mcpRAG
Claim
Enables answering Formula 1 FAQ questions via vector search and web search usin…
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| 63226 |
Colter
Claim
MCP server for agentic commerce checks, fixes, Lens, tests, and Evidence Packs.
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| 63227 |
A local MCP server implementation that interacts with DuckDB and MotherDuck dat…
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| 63228 |
shdc-appointment-mcp
Claim
MCP server for managing appointments on the Shanghai SHDC site, handling captch…
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| 63229 |
PocketSmith MCP Server
Claim
An MCP server that enables Claude and other clients to manage personal finances…
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| 63230 |
OpenAI Image Generator
Claim
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
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| 63231 |
Read-only MCP server for monitoring public RSS and Atom feeds from competitor a…
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| 63232 |
data-detroit
Claim
Provides access to Detroit open data via ArcGIS REST API, enabling querying and…
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| 63233 |
mcp-server-isaaclab
Claim
Enables Claude to control NVIDIA Isaac Lab for RL training, environment managem…
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| 63234 |
x-search-plugin
Claim
Read-only X/Twitter research MCP server using xAI's Responses API. Supports OAu…
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| 63235 |
@arkty/redash-mcp
Claim
Enables executing SQL queries, exploring database schemas, and exporting result…
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| 63236 |
toggl-mcp
Claim
Enables to manage Toggl time entries, projects, tasks, and timers through natur…
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| 63237 |
quelllm-mcp
Claim
MCP server for quelllm.fr: 190+ open-weights LLM catalog - list, compare, VRAM …
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| 63238 |
M5 Petit Relations
Claim
Enables reading and updating relationship data (likes, dislikes, important info…
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| 63239 |
mcp
Claim
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| 63240 |
gnuradio-mcp-server
Claim
Enables natural language control of a live GNU Radio SDR flowgraph, allowing us…
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| 63241 |
A Model Context Protocol server that provides access to Databento's historical …
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| 63242 |
mcp-google-workspace
Claim
MCP server integrating multiple Google Workspace services including Gmail, Cale…
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| 63243 |
open-payments-mcp
Claim
Enables Open Payments operations such as creating incoming payments, quotes, an…
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| 63244 |
jurisprudenciaia-mcp
Claim
Self-hosted MCP connector for querying Brazilian legal jurisprudence via Jurisp…
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| 63245 |
clawtube-mcp
Claim
Minimal MCP server for ClawTube — a small, auditable control plane for skills a…
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| 63246 |
AsyncAPI MCP Server
Claim
An MCP server for AsyncAPI that enables parsing, validation, linting, conversio…
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| 63247 |
KanbanThing
Claim
Create and drive KanbanThing kanban boards. No account, no API key, board link …
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| 63248 |
kt-bizmeka-mcp
Claim
Automates multi-step login to KT bizmeka EZ portal with RSA encryption, SMS 2-f…
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| 63249 |
vertex-memory-bank-mcp
Claim
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| 63250 |
CHIM MCP Server
Claim
Exposes CHIM change-management workflows (changes, outages, retros, and change …
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