MCP Server Quality Scores
Independent quality analysis of 35110 public MCP servers
Last updated 2 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35051 |
niahub-mcp
Claim
Provides pre-indexed knowledge packs for popular technologies (Stripe, React, e…
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| 35052 |
Apartment Sheets MCP
Claim
Light-weight MCP server to save and manage apartment listings to a shared Googl…
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| 35053 |
storyflo
Claim
Curated audio-news MCP server. Search trending articles, fetch narrated audio, …
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| 35054 |
unfragile-mcp-server
Claim
The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.
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| 35055 |
RobotFail MCP Server
Claim
Enables AI agents to submit projects, track tasks, and manage work on RobotFail…
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| 35056 |
simple_mcp
Claim
An educational MCP server that teaches implementing the Model Context Protocol …
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| 35057 |
mcptestingwm
Claim
A minimal MCP server for validating connectivity to World Monitor, exposing too…
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| 35058 |
five-mcp
Claim
LLM character consistency engine — generates structured JSON constraints from 4…
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| 35059 |
prompt-optimizer-2-0-0
Claim
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| 35060 |
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
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| 35061 |
rigshare
Claim
Rent GPUs, robots, drones, and construction gear on RIGShare; also onboards equ…
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| 35062 |
wpwriter
Claim
AI-powered WordPress content management. Generate posts, images, manage SEO, au…
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| 35063 |
mcpgate
Claim
Self-hosted MCP gateway that connects Claude, ChatGPT, and other AI agents to 2…
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| 35064 |
travel-mcp-server
Claim
AI-powered travel search exposing flights, hotels, and weather as MCP tools, wi…
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| 35065 |
DateTime MCP Server
Claim
Provides timezone-aware date and time information with configurable time format…
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| 35066 |
flux7-memory
Claim
Governed multi-agent memory for AI agents. Hybrid markdown + SQLite store with …
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| 35067 |
dbx
Claim
Query databases from AI agents using connections configured in DBX.
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| 35068 |
Terminal History MCP
Claim
Developers: Search your zsh, bash, or fish shell history from Claude Code, Clin…
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| 35069 |
localhost-mcp
Claim
Inspect, manage, and kill local dev servers via MCP. Stop guessing what's on :3…
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| 35070 |
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
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| 35071 |
Respira for WordPress
Claim
MCP server for AI-assisted WordPress editing across 12 page builders. 172 tools…
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| 35072 |
Perigon News API Server
Claim
Provide real-time access to comprehensive news data including articles, stories…
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| 35073 |
An MCP server that connects Claude to Google Sheets for enhanced brainstorming …
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| 35074 |
Taskforce
Claim
Task and planning workspace for humans collaborating with AI agents
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| 35075 |
Scientific Computing
Claim
Create and manage tensors to perform linear algebra, matrix decompositions, and…
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| 35076 |
Wolfram Alpha
Claim
Wolfram Alpha MCP — computational, factual, and quantitative queries
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| 35077 |
Test
Claim
Test
|
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| 35078 |
Provides 208+ tools for AI-native engineering intelligence via Allstacks API.
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| 35079 |
gmail-mcp2
Claim
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| 35080 |
analytics
Claim
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| 35081 |
Virustotal
Claim
VirusTotal MCP — file / URL / domain / IP reputation (BYO key)
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| 35082 |
Permid
Claim
PermID MCP — Refinitiv / LSEG Permanent Identifier (free, requires API key)
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| 35083 | — | |||||||||
| 35084 |
OPNsense MCP Server
Claim
OPNsense MCP Server
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| 35085 |
Owid
Claim
OWID MCP — Our World in Data chart/indicator access (free, no auth)
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| 35086 | — | |||||||||
| 35087 |
An MCP server that enables Large Language Models to interactively create, edit,…
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| 35088 |
wheelfor-mcp
Claim
Create, spin, and manage shareable decision wheels on wheelfor.com. Supports cr…
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| 35089 |
word2pdf_hello_mcp3
Claim
Send quick, personalized greetings on command. Toggle a playful pirate mode for…
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| 35090 |
OmegaAI
Claim
Query, browse, and automate OmegaAI workspaces from any MCP client. Streamable …
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| 35091 |
timebook
Claim
Track time on usetimebook.com - start/stop timers, log entries, list projects/c…
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| 35092 |
license
Claim
Scan dependencies for license compliance — copyleft conflicts, unknown licenses…
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| 35093 |
Provides comprehensive codebase analysis and semantic understanding through int…
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| 35094 |
Greynoise
Claim
GreyNoise Community MCP — internet scanner classification (free tier with key)
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| 35095 |
Polymarket MCP Server
Claim
Enables AI agents to interact with the Polymarket prediction market platform to…
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| 35096 |
tiktok
Claim
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| 35097 |
mcp-server
Claim
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| 35098 |
Capsule Bash Server
Claim
Sandboxed Bash for Agents. Full state capture on every command.
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| 35099 |
sienge-mcp
Claim
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| 35100 |
n8n-MCP
Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
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