MCP Server Quality Scores
Independent quality analysis of 68328 public MCP servers
Last updated 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68001 |
agent-teams-ai
Claim
You're the boss, agents are your team. They handle tasks on their own, message …
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| 68002 |
money
Claim
An MCP server that enables AI assistants to match users with capital providers …
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| 68003 |
MCP SBOM Server
Claim
Performs vulnerability scans using Trivy to generate Software Bill of Materials…
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| 68004 |
mcp-hooker
Claim
Configurable MCP server that converts any OpenAPI specification into MCP tools …
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| 68005 |
mcp-kg-skills
Claim
Manages a Neo4j knowledge graph of reusable Python functions, documentation, an…
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| 68006 |
trdizin-mcp
Claim
MCP server for querying TÜBİTAK TR Dizin academic database, enabling search of …
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| 68007 |
Provides persistent browser tabs with tools to read, click, type, and interact …
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| 68008 |
mailsnail
Claim
An open-source MCP server for sending physical mail (letters, postcards, certif…
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| 68009 |
kali-mcp-server
Claim
A Dockerized Kali Linux MCP server that enables LLMs to perform network securit…
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| 68010 |
codebase-memory
Claim
Provides persistent memory for AI coding agents through the Model Context Proto…
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| 68011 |
MentionAgent
Claim
Link building outreach from your agent: review drafts, send the batch, answer p…
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| 68012 |
crc-doc-mcp
Claim
An MCP server that provides intelligent access to CRC/OpenShift Local documenta…
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| 68013 |
french-admin-mcp
Claim
Helps citizens and businesses navigate French bureaucracy with AI, covering tax…
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| 68014 |
FlutterGo
Claim
Create, edit, preview, and build Flutter apps via FlutterGo.AI cloud MCP (OAuth…
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| 68015 |
OrgGen AI
Claim
Generate org charts, MCD/ERD data models, and C4 architecture diagrams — pilot …
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| 68016 |
Study Bible MCP Server
Claim
Enables deep Bible study through tools for original language lexicons, morpholo…
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| 68017 |
trinitas-mcp
Claim
Enables context-aware memory and multi-model orchestration through tools for st…
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| 68018 |
clickup-mcp-server
Claim
Enables AI assistants to manage ClickUp workspaces, teams, spaces, folders, lis…
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| 68019 |
Zendesk Live MCP
Claim
Read-only MCP server for complete, reconciled reporting from live Zendesk data,…
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| 68020 |
Nutrition MCP
Claim
A filesystem-based MCP server that turns any MCP-capable AI agent into a conver…
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| 68021 |
substack-publisher-mcp
Claim
MCP server for Substack's official Publisher API that enables querying post ana…
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| 68022 |
mcp-google-gcal
Claim
An MCP server that enables AI assistants to manage Google Calendar events, cale…
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| 68023 |
BigQuery MCP Server
Claim
Enables LLMs to explore BigQuery datasets and tables, run safe read-only querie…
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| 68024 |
TaskFrame MCP Server
Claim
HTTP MCP server for TaskFrame that enables AI agents to manage projects, tasks,…
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| 68025 |
Extract the people a company publishes on its own team, leadership or about pag…
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| 68026 |
vite-react-teimplate
Claim
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| 68027 |
Enables use of the ChatGPT macOS app through the MCP protocol.
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| 68028 |
Bauplan MCP Server
Claim
Enables AI assistants to interact with Bauplan lakehouse operations, including …
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| 68029 |
zz
Claim
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| 68030 |
Offers MCP
Claim
Deep purchase intelligence for agents and apps: live prices, landed cost, trust…
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| 68031 |
MCP-Context-Provider
Claim
A static MCP server that helps AI models maintain tool context across chat sess…
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| 68032 |
lightmcp
Claim
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| 68033 |
Waze MCP Server
Claim
Provides Waze routing and travel-time tools to MCP clients, enabling travel tim…
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| 68034 |
HireScript MCP Server
Claim
Generates inclusive, bias-free job descriptions by leveraging Claude AI to dete…
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| 68035 |
Rechtspraak MCP Server
Claim
MCP server for searching and analyzing Dutch case law with advanced search, fac…
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| 68036 |
Real-time Google Flights: one-way and round-trip fares over date ranges, with p…
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| 68037 |
GitHub MCP Server
Claim
Enables GitHub API integration via MCP, allowing search, repository details, fi…
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| 68038 |
context-ops-mcp
Claim
Gives your AI coding agent a bounded map of an unfamiliar TypeScript SaaS repo:…
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| 68039 |
Capytail
Claim
Capytail is a local MCP capability router that selects relevant skills before l…
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| 68040 |
clawrag
Claim
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| 68041 |
public-ai-mcp-server
Claim
Enables AI assistants to access community-maintained information and real-time …
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| 68042 |
fieldops-mcp
Claim
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| 68043 |
dify-ai-agent-tutorial
Claim
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| 68044 |
crossref-local
Claim
A local CrossRef database MCP server enabling full-text search across 167M+ sch…
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| 68045 |
mcp-server
Claim
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| 68046 |
Enables AI agents to query a GitHub user's public profile, repositories, langua…
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| 68047 |
Enables high-quality text-to-image generation using the Hunyuan Image 2.1 model…
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| 68048 |
source-coop-mcp
Claim
Enables AI agents to discover and access 800TB+ of public geospatial data from …
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| 68049 |
Enables AI assistants to query and manage personal finance data through the uno…
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| 68050 |
telegram-claude-mcp
Claim
This server enables Claude Code to send notifications and ask questions via Tel…
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