MCP Server Quality Scores
Independent quality analysis of 49876 public MCP servers
Last updated 1 hour, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49601 |
Custom Google Drive MCP
Claim
Enables Google Drive file operations (search, read, create, download, etc.) thr…
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| 49602 |
msbuild-mcp-server
Claim
Enables building MSBuild projects and solutions by dynamically locating MSBuild…
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| 49603 |
neon-mcp
Claim
Lightweight MCP server that allows agents to interface with the Neon REST API, …
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| 49604 |
MCP server for SAP ABAP development via the ADT API. Connect AI assistants to y…
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| 49605 |
ssh-client-mcp
Claim
SSH/SFTP server enabling remote command execution and secure file transfers, wi…
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| 49606 |
Crypto Portfolio MCP
Claim
Tracks multi-exchange cryptocurrency portfolio P\&L by storing holdings and pro…
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| 49607 |
sumo-mcp
Claim
Integrates SUMO traffic simulation with the Model Context Protocol for autonomo…
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| 49608 |
sap-bdc-mcp
Claim
Enables AI agents to safely discover and validate SAP Business Data Cloud contr…
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| 49609 |
videoseek-mcp
Claim
Enables AI agents to semantically search, ask questions about, and analyze vide…
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| 49610 |
OmniDocs RAG
Claim
Enables AI agents to index and search local files, websites, GitHub repos, and …
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| 49611 |
An MCP server that enables LLM coding agents to deploy web applications to AWS …
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| 49612 |
repo-graphrag-mcp
Claim
An MCP server that builds a knowledge graph from code and text documents, enabl…
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| 49613 |
Munin Memory
Claim
Enables AI assistants to have persistent, self-hosted memory across sessions an…
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| 49614 |
Modern CLI MCP Server
Claim
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
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| 49615 |
OpenPrints MCP
Claim
Enables AI agents to browse products, upload designs, place print orders, track…
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| 49616 |
PubMed MCP Server
Claim
Provides structured PubMed literature data for LLM agents, supporting search, c…
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| 49617 |
Crypto MCP Server
Claim
Provides real-time and historical cryptocurrency market data using ccxt, with t…
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| 49618 |
my-first-agent
Claim
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| 49619 |
app-seo-ai
Claim
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| 49620 |
Regulated-industry AI compliance knowledge as MCP. 6 tools (lookup_control · cl…
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| 49621 |
novyx-mcp
Claim
Persistent AI agent memory with rollback, audit trails, semantic search, and kn…
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| 49622 |
Mneme
Claim
Memory layer for AI coding assistants. Indexes git history + code, exposes via …
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| 49623 |
Cheqd MCP Toolkit
Claim
Enables AI agents to securely manage decentralized identities, verifiable crede…
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| 49624 |
Confluence MCP Server
Claim
Provides tools for AI agents to interact with Atlassian Confluence, enabling se…
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| 49625 |
query-test-mcp
Claim
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| 49626 |
mcp-financial-data
Claim
An MCP server that integrates SEC EDGAR, FRED, and Polygon.io financial data wi…
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| 49627 |
Aceto
Claim
A local dev server with MCP interface for building HTML mockups together with a…
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| 49628 |
Meshy MCP Server
Claim
Enables AI agents to create, manage, and download 3D models, textures, images, …
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| 49629 |
Convo
Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
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| 49630 |
ORMCP Server
Claim
ORMCP Server is a database-agnostic MCP server that exposes relational database…
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| 49631 |
engineering-standards
Claim
Enforces team engineering standards across Git, code review, Rails, frontend, d…
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| 49632 |
jira-cloud-mcp
Claim
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| 49633 |
Okta MCP Server
Claim
Enables Claude to manage Okta organizations, including users, groups, and appli…
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| 49634 |
instagram-mcp
Claim
Control Instagram from Claude: publish photos, reels, and carousels, read accou…
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| 49635 |
MCP Man Pages Server
Claim
Provides AI assistants with access to Linux man pages for searching, retrieving…
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| 49636 |
A simple MCP server for interacting with Marinade Finance on Solana, providing …
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| 49637 |
mcp-server
Claim
An MCP server that provides weather and web search tools, orchestrated by a Lan…
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| 49638 |
obot-admin-mcp
Claim
An MCP server that lets an MCP client manage a self-hosted obot MCP gateway via…
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| 49639 |
claude-journal
Claim
A lightweight journal/memory system for Claude Code with no ML dependencies, us…
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| 49640 |
etherscanmcp2
Claim
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| 49641 |
cwe-search_mcp
Claim
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
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| 49642 |
Gmail integration with OAuth authentication, message search, batch operations, …
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| 49643 |
SlimWeb Client MCP
Claim
Consumer-side MCP server for Webless storefront operations, enabling catalog br…
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| 49644 |
Advanced MCP server for Godot 4.6+ with 63 professional tools, enabling AI-assi…
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| 49645 |
kevros-mcp
Claim
Governance primitives for autonomous agents — verify actions against policy, re…
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| 49646 |
SmartSuite MCP Server
Claim
Enables interaction with SmartSuite workspace data through natural language, pr…
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| 49647 |
fastmcp-gateway
Claim
Aggregates tools from multiple upstream MCP servers and exposes them through 4 …
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| 49648 |
SDR MCP Server
Claim
Conversational AI control for Software Defined Radio via the Model Context Prot…
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| 49649 |
MCP SCP Server
Claim
Enables secure file transfer operations with remote Linux and Windows systems v…
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| 49650 |
Coda MCP Server
Claim
Integrates Coda.io with Claude, enabling direct access to docs, pages, tables, …
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