MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45051 |
open-registry-poc
Claim
PoC: Open Registry supply chain — unvetted server listing (security research)
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| 45052 |
M-Pesa MCP Server
Claim
An experimental MCP server that lets AI agents interact with guarded payment wo…
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| 45053 |
@openar/mcp
Claim
MCP server for Portuguese Parliament open data, enabling AI agents to access le…
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| 45054 |
Search arXiv, Semantic Scholar & OpenAlex, read full arXiv text, plus image-to-…
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| 45055 |
KrystalView Analytics
Claim
AI agent access to website analytics, session replay, and anomaly detection.
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| 45056 |
DuckDuckGo MCP Server
Claim
A basic MCP server template built with FastMCP framework that provides example …
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| 45057 |
Spanish e-invoicing MCP server: VERI*FACTU, Facturae/FACe, SII, Crea y Crece B2…
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| 45058 |
nuvepro_ai_sandbox
Claim
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| 45059 |
Smithery
Claim
Enable dynamic integration of language models with external data and tools thro…
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| 45060 |
ClickUp MCP Server
Claim
An enhanced Model Context Protocol server that enables AI assistants to interac…
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| 45061 |
cpassist-mcp
Claim
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| 45062 |
Google MCP Remote
Claim
Enables AI clients to interact with Google services (Gmail, Calendar, Drive, Ta…
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| 45063 |
sss
Claim
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| 45064 |
flux7-mesh
Claim
Guardrail sidecar proxy between AI agents and their MCP/REST/CLI tools. Policy …
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| 45065 |
Miro MCP Server
Claim
Enables AI agents to programmatically interact with a Miro board through the Mi…
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| 45066 |
MoSPI MCP Server
Claim
Provides AI-ready access to Indian government statistics through MCP, enabling …
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| 45067 |
Netlify MCP Server
Claim
MCP server for managing Netlify sites, enabling operations such as creating sit…
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| 45068 |
Jira MCP Server
Claim
A comprehensive MCP server for Atlassian Jira that enables AI assistants to man…
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| 45069 |
An MCP server exposing 8 Solana, crypto, and macro tools to any MCP client (Cla…
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| 45070 |
qualitycoach
Claim
Quality Coach MCP server that provides tactical advice on improving code reposi…
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| 45071 |
discord-mcp
Claim
MCP server for interacting with Discord via REST API, enabling guild, channel, …
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| 45072 |
blofin-mcp
Claim
Provides 40 tools for BloFin cryptocurrency exchange, enabling market data, acc…
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| 45073 |
novyx-mcp
Claim
Persistent AI agent memory with rollback, audit trails, semantic search, and kn…
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| 45074 |
Modern CLI MCP Server
Claim
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
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| 45075 |
limex-mcp
Claim
Enables research queries and billing management through the Limex hosted API.
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| 45076 |
mcp-database
Claim
MCP server for connecting to databases (PostgreSQL, MySQL, SQL Server, Redis) e…
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| 45077 |
Confluence MCP Server
Claim
Provides tools for AI agents to interact with Atlassian Confluence, enabling se…
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| 45078 |
Video Loom
Claim
Turn audio or text into a finished AI music video: narrative, multi-provider cl…
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| 45079 |
Meshy MCP Server
Claim
Enables AI agents to create, manage, and download 3D models, textures, images, …
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| 45080 |
Aceto
Claim
A local dev server with MCP interface for building HTML mockups together with a…
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| 45081 |
Okta MCP Server
Claim
Enables Claude to manage Okta organizations, including users, groups, and appli…
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| 45082 |
jira-cloud-mcp
Claim
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| 45083 |
claude-journal
Claim
A lightweight journal/memory system for Claude Code with no ML dependencies, us…
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| 45084 |
A simple MCP server for interacting with Marinade Finance on Solana, providing …
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| 45085 |
MCP Man Pages Server
Claim
Provides AI assistants with access to Linux man pages for searching, retrieving…
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| 45086 |
vsfclubshashi
Claim
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| 45087 |
obot-admin-mcp
Claim
An MCP server that lets an MCP client manage a self-hosted obot MCP gateway via…
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| 45088 |
mcp-server
Claim
An MCP server that provides weather and web search tools, orchestrated by a Lan…
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| 45089 |
cwe-search_mcp
Claim
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
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| 45090 |
An MCP server implementation that integrates with Angle One APIs to provide sta…
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| 45091 |
kevros-mcp
Claim
Governance primitives for autonomous agents — verify actions against policy, re…
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| 45092 |
SDR MCP Server
Claim
Conversational AI control for Software Defined Radio via the Model Context Prot…
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| 45093 |
fastmcp-gateway
Claim
Aggregates tools from multiple upstream MCP servers and exposes them through 4 …
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| 45094 |
cc-session-search
Claim
An MCP server that provides tools for searching and analyzing Claude Code conve…
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| 45095 |
Enables AI agents to search for stock photography based on current location and…
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| 45096 |
AgentCore MCP Server
Claim
A basic MCP server for deployment to Amazon Bedrock AgentCore Runtime, enabling…
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| 45097 |
Coda MCP Server
Claim
Integrates Coda.io with Claude, enabling direct access to docs, pages, tables, …
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| 45098 |
snowflake-mcp
Claim
Enables AI agents to execute SQL queries and explore Snowflake databases using …
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| 45099 |
dbt MCP Server
Claim
A minimal, extensible MCP server to run dbt models via CLI, HTTP API, or AI int…
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| 45100 |
MCP Intigriti Server
Claim
Enables security researchers to interact with Intigriti's bug bounty platform t…
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