MCP Server Quality Scores
Independent quality analysis of 62662 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33701 |
UML Forge
Claim
13 AI-powered UML diagram tools for coding agents. Generates class, sequence, s…
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| 33702 |
vercel-mcp
Claim
Enables management of Vercel projects, deployments, domains, environment variab…
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| 33703 |
Ubersuggest MCP
Claim
A standalone MCP server for Ubersuggest that runs entirely locally using SQLite…
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| 33704 |
1c-formsserver
Claim
MCP server for generating, validating, converting, and searching managed 1C:Ent…
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| 33705 |
Narwal MCP Server Clone
Claim
A TypeScript MCP server for querying React component documentation, searching a…
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| 33706 |
ElevenLabs MCP Server
Claim
Enables text-to-speech conversion using ElevenLabs API with voice management, s…
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| 33707 |
UI Design to Code
Claim
Design-to-code artifact pipeline for UI screenshots, Figma node data, and visua…
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| 33708 |
Comprehensive MCP server for analyzing GitHub pull requests, detecting security…
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| 33709 |
screenshot-mcp
Claim
Captures full-monitor screenshots and returns them as base64 inline or saved fi…
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| 33710 |
nostr-read-mcp
Claim
A read-only MCP server for AI agents to access Nostr profiles, notes, search, a…
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| 33711 |
gsc
Claim
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| 33712 |
A powerful MCP server for Excel operations with seamless Supabase Storage integ…
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| 33713 |
Jira MCP Server
Claim
Custom MCP server for interacting with Jira, supporting issue management, searc…
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| 33714 |
Kimai MCP Server
Claim
Enables AI assistants to interact with Kimai time-tracking API for managing tim…
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| 33715 |
pwndbg-mcp
Claim
An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF …
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| 33716 |
MCP server for the Gemini Omni model line, enabling task creation (audio, chara…
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| 33717 |
AWS Cost Saver
Claim
Enables scanning AWS accounts for cost optimization opportunities by reading re…
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| 33718 |
swag
Claim
Enables agents to browse a catalog of OpenAPI specs, search for operations, and…
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| 33719 |
In-memory vector search API for AI agents. Store documents and query by semanti…
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| 33720 |
CrackMapExec MCP Server
Claim
An MCP server that provides AI assistants with access to CrackMapExec/NetExec n…
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| 33721 |
Excel MCP Server
Claim
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
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| 33722 |
pob2-mcp
Claim
An MCP server that enables Claude to analyze, modify, and optimize Path of Exil…
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| 33723 |
mcp-aws-cost-anomaly
Claim
AWS Cost Explorer + Anomaly Detection exposed as MCP tools. Surface unusual spe…
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| 33724 |
MCP-Logseq
Claim
Connects MCP-compatible AI assistants to Logseq graphs, enabling block-first op…
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| 33725 |
filemanager-mcp-server
Claim
A file management MCP server enabling complete file and directory operations, i…
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| 33726 |
pixel-mcp
Claim
An MCP server that enables AI coding agents to create pixel art programmaticall…
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| 33727 |
Enables audio source separation into vocals and instruments using ComfyUI MelBa…
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| 33728 |
mcp-google-calendar
Claim
Enables LLMs to manage Google Calendar events and Google Tasks through a set of…
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| 33729 |
mcp-research-pipeline
Claim
Unifies YouTube transcripts, YouTube search, and Google NotebookLM into a resea…
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| 33730 |
test4
Claim
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| 33731 |
postgres-mcp-legacy
Claim
Deprecated Python-based PostgreSQL MCP server. Users should migrate to the new …
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| 33732 |
Enables AI assistants to interact with humans through GUI dialogs for text inpu…
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| 33733 |
NetSuite MCP Server
Claim
A Model Context Protocol (MCP) server providing access to NetSuite data through…
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| 33734 |
CX Assistant MCP
Claim
Enables querying Cisco CX Assistant (production and stage) directly from Cursor…
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| 33735 |
MCP Quadrant
Claim
Enables document storage and semantic search with geospatial filtering using Qd…
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| 33736 |
Enable seamless interaction with the Wuolah platform to post educational conten…
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| 33737 |
Home Tracker MCP
Claim
A personal MCP server for tracking household expenses and shared notes, with pr…
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| 33738 |
Travel MCP Server
Claim
A Model Context Protocol (MCP) server for comprehensive travel planning, provid…
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| 33739 |
mcp-server-zendesk
Claim
Enables AI assistants to search tickets, manage tags, create tickets, inspect a…
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| 33740 |
obsidian
Claim
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| 33741 |
GSAP MCP Server
Claim
Generate GSAP animation code through natural language descriptions and integrat…
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| 33742 |
MCP keyword search
Claim
A Model Context Protocol server that enables keyword search within files, retur…
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| 33743 |
drozer-mcp
Claim
MCP server wrapping Drozer for LLM-driven Android IPC security testing, enablin…
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| 33744 |
Salesforce SAP MCP
Claim
Enables Claude AI to securely query live SAP inventory data through Salesforce …
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| 33745 |
mnemory
Claim
Self-hosted MCP server giving AI agents persistent memory for personalization a…
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| 33746 |
mcp-knowledge-assistant
Claim
A custom MCP server providing semantic note memory (Qdrant + FastEmbed) and opt…
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| 33747 |
labs_mcp
Claim
MCP Server with AI-powered tools including ElevenLabs text-to-speech for realis…
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| 33748 |
log-query-mcp
Claim
MCP server that exposes Discord and Twitch/Chatty chat log query tools to Claud…
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| 33749 |
mcporacle
Claim
Local MCP server for Roo Code that connects to Oracle DB and returns limited se…
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| 33750 |
GPT MCP Service
Claim
Private OAuth-backed MCP server for ChatGPT, supporting GPT Apps via MCP Stream…
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