MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66001 |
NewsAPI MCP Server
Claim
Enables searching news, fetching top headlines, listing sources, and generating…
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| 66002 |
File AI
Claim
A read-only MCP server that provides document awareness for agents by parsing l…
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| 66003 |
mcp
Claim
Search and read the public Applivery docs (MDM & app distribution). Read-only, …
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| 66004 |
VoiceFlip
Claim
AI voice agents on SMB websites — fully autonomous build in 2–3 min. 23 MCP too…
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| 66005 |
pagerduty-mcp
Claim
Enables PagerDuty incident response operations including listing incidents, ack…
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| 66006 |
Most Recommended Books
Claim
Read-only MCP server for verified book recommendations and reading lists.
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| 66007 |
MCP Security Framework
Claim
Enables creation of secure-by-default MCP servers with 5-layer validation to pr…
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| 66008 |
daxoom
Claim
Owner-verified local business data for AI agents: profiles, hours, prices, with…
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| 66009 |
An MCP server that scaffolds full-stack projects with consistent structure, Doc…
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| 66010 |
Instantly
Claim
This Model Context Protocol (MCP) server acts as a bridge between AI agents and…
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| 66011 |
mcp-tts-server
Claim
Enables text-to-speech generation using the Groq API, supporting multiple audio…
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| 66012 |
An MCP server that visually reviews UI edit requests by comparing screenshots b…
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| 66013 |
Proxmox AIops
Claim
Governed Proxmox VE VM/container ops — 43 MCP tools with audit, budget, undo & …
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| 66014 |
mcp_poc
Claim
A PDF-to-Markdown converter built with the Model-View-Controller (MVC) pattern …
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| 66015 |
gwsadm-mcp
Claim
Google Workspace security-audit MCP server — read-only visibility into account …
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| 66016 |
Enables secure read-only interactions with PostgreSQL databases through natural…
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| 66017 |
Provides a standardized interface for interacting with OpenAI's tools and servi…
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| 66018 |
whoop-mcp-server
Claim
WHOOP recovery, sleep, strain, and workouts with server-side analysis: trends, …
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| 66019 |
local-mcp
Claim
Native macOS MCP server — 80+ tools for Mail, Calendar, Teams, OneDrive, and mo…
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| 66020 |
DingTalk Robot MCP
Claim
Enables AI assistants to send DingTalk single and group chat messages via MCP p…
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| 66021 |
SlimWeb-MCP
Claim
Enables AI clients to manage SlimWeb/Webless e-commerce backend operations such…
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| 66022 |
MeshMind
Claim
A single MCP server that merges three context-engineering ideas into one toolse…
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| 66023 |
mcp-youtube-intelligence
Claim
MCP server for extracting structured intelligence from YouTube channels and vid…
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| 66024 |
Enables natural language queries for Porto Alegre's public transport system, in…
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| 66025 |
Telegram MCP Server
Claim
Enables interaction with the Telegram Bot API via the Model Context Protocol to…
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| 66026 |
dowhistle-mcp-server
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| 66027 |
NyayAssist
Claim
Indian legal research, judgments and Acts, drafting, translation, matters and d…
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| 66028 |
recall
Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
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| 66029 |
Swarmnest
Claim
Search AI agent tools, APIs, MCP servers and Agent Skills in the Swarmnest dire…
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| 66030 |
RAG Document Server
Claim
A deterministic MCP server for document processing and retrieval that enables A…
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| 66031 |
dmc-mcp-server
Claim
An MCP server that executes SQL queries on TDSQL-C and TDSQL database instances…
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| 66032 |
Context DB MCP
Claim
Stores and retrieves project context using OpenAI vector stores, enabling AI ed…
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| 66033 |
Find and research people across LinkedIn, Instagram, and the open web. Search w…
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| 66034 |
Things MCP
Claim
Read-only MCP server for Things 3 to retrieve completed tasks by date, weekly s…
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| 66035 |
DepFeed
Claim
Change intelligence for coding agents: sourced breaking changes for npm, PyPI, …
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| 66036 |
open-brain
Claim
Graph-structured MCP memory server. 37.2% on LongMemEval baseline — a benchmark…
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| 66037 |
Google MCP Server
Claim
A Python FastAPI server that exposes Google Docs and Gmail tools with terminal-…
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| 66038 |
TrendRadar MCP Server
Claim
A customizable hot news aggregator with AI analysis, multi-language support, an…
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| 66039 |
Rimbra
Claim
Deploy apps, run databases and domains, read logs, and send email and WhatsApp …
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| 66040 |
An MCP server for weather information.
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| 66041 |
Real-time salary data, job market trends, resume review, interview prep, and ca…
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| 66042 |
FinvizMCP
Claim
An MCP server that exposes Finviz stock screening, fundamentals, news, and mark…
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| 66043 |
Aigist
Claim
Publish & manage shareable HTML/Markdown pages from your LLM, with access contr…
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| 66044 |
Tanvo
Claim
AI photo, video and song apps plus image, video and music generation on Tanvo (…
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| 66045 |
ClawPipe
Claim
Cost-optimized LLM pipeline + 6 AI security skills (reasoning, triage, remediat…
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| 66046 |
AgentCRDT
Claim
CRDT-based shared world state for parallel agent sessions — conflict-free mergi…
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| 66047 |
Rezi MCP
Claim
Rezi MCP lets you connect your Rezi account to AI tools like Claude, Codex, and…
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| 66048 |
mcp-github-server
Claim
A production-grade MCP server providing 18 tools for comprehensive GitHub inter…
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| 66049 |
Desearch AI
Claim
Enable real-time AI-powered search capabilities including Twitter (X) and web s…
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| 66050 |
Purple Grain
Claim
Search and book agricultural contracting services on the Purple Grain marketpla…
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