MCP Server Quality Scores
Independent quality analysis of 40750 public MCP servers
Last updated 2 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38551 |
quantrisk
Claim
Portfolio risk analytics MCP server — VaR, Monte Carlo, stress testing, and mor…
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| 38552 |
Antom MCP Server
Claim
A Model Context Protocol (MCP) compatible server that integrates Ant Internatio…
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| 38553 |
CashBFF MCP
Claim
CashBFF is a personal-finance MCP server for Claude. Connect your bank through …
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| 38554 |
DicePDF
Claim
Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…
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| 38555 |
laserfiche-mcp
Claim
Enables AI assistants to search, read, and manage documents in a Laserfiche rep…
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| 38556 |
mcp-terminal-server
Claim
Enables running interactive terminals inside Claude Code and Claude Desktop, su…
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| 38557 |
A natural language-based server analysis and monitoring system that automatical…
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| 38558 |
savvly
Claim
Savvly Longevity Benefit Fund: product, comparisons, eligibility, and retiremen…
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| 38559 |
Teneo Book Generation
Claim
Generate complete nonfiction books with Teneo: outline, manuscript, cover, and …
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| 38560 |
MCP keyword search
Claim
A Model Context Protocol server that enables keyword search within files, retur…
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| 38561 |
mcp-spotify
Claim
Enables AI agents to create, manage, and populate Spotify playlists using the S…
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| 38562 |
MoSPI MCP Server
Claim
Provides AI-ready access to Indian government statistics through MCP, enabling …
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| 38563 |
OSDU MCP Server
Claim
AI-powered access to OSDU subsurface data through natural language, enabling AI…
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| 38564 |
fcp-sheets
Claim
MCP server for semantic spreadsheet operations that lets LLMs create and edit E…
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| 38565 |
Jira MCP Server
Claim
A comprehensive MCP server for Atlassian Jira that enables AI assistants to man…
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| 38566 |
spiderchat-mcp-server
Claim
Access your Spider Chat flows, memories, and facts from Claude Desktop with fas…
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| 38567 |
lever-mcp-server
Claim
Enables Claude to interact with the Lever ATS for candidate management, intervi…
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| 38568 |
ms_fabric_mcp
Claim
Enables LLMs to query and explore schemas in Microsoft Fabric lakehouses, wareh…
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| 38569 |
yiGmMk/mcp-server
Claim
An MCP server for learning purposes that integrates jina.ai tools for web searc…
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| 38570 |
Coupang MCP Server
Claim
Enables searching and retrieving product information from Coupang (Korean e-com…
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| 38571 |
Google Slides MCP Server
Claim
Provides MCP server for Google Slides API, enabling creation, reading, modifica…
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| 38572 |
CodeWiki MCP Server
Claim
Enables querying any GitHub, GitLab, or Bitbucket repository and getting AI-gen…
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| 38573 |
ntropy-mcp
Claim
Enables enriching banking data using the Ntropy API, with tools to create accou…
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| 38574 |
gift-cards
Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
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| 38575 |
Provides structured templates for security questionnaires, RFP responses, and c…
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| 38576 |
Sage MCP
Claim
A multi-tenant MCP server platform that hosts isolated MCP servers with OAuth/A…
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| 38577 |
spline-mcp
Claim
MCP server for Spline.design code generation and asset management.
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| 38578 |
optivise
Claim
Optivise is an intelligent MCP tool that enhances AI-assisted Optimizely develo…
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| 38579 |
NLP Database MCP Server
Claim
Connect your LLMs to SQL databases safely and intuitively using the Model Conte…
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| 38580 |
A Model Context Protocol server providing file search and question tools for AI…
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| 38581 |
claude-sync
Claim
Local-first MCP server that enables multiple Claude agents to coordinate throug…
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| 38582 |
mcp-x
Claim
Enables posting tweets to X (Twitter) via the X API v2, using Claude.
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| 38583 |
policy-mcp
Claim
Connects policy documents to Claude.ai via vector search, allowing natural lang…
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| 38584 |
MongoDB MCP Server
Claim
Enables interaction with MongoDB databases through the Model Context Protocol, …
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| 38585 |
Free invoice generator — create pre-filled invoice URLs with taxes, discounts, …
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| 38586 |
Food Travel MCP Server
Claim
An MCP server that integrates with Google Places API to enable AI clients to se…
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| 38587 |
simple-slack-mcp-server
Claim
A simplified MCP server for accessing Slack API, enabling AI assistants to list…
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| 38588 |
cml2-mcp
Claim
Thin MCP server for Cisco CML2 that exposes the live OpenAPI specification and …
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| 38589 |
pinnedai-mcp
Claim
Stops your AI from re-introducing bugs, leaking provider keys, or weakening tes…
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| 38590 |
MCP Tree Explorer
Claim
A lightweight MCP tool for directory tree visualization in Cursor, with smart f…
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| 38591 |
codeitall
Claim
Behavioral oracle for Rust crate APIs: runtime behavior, yank/advisory, depreca…
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| 38592 |
spawnpay-mcp
Claim
Crypto wallets, payments, and referral earnings for AI agents on Base L2. Give …
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| 38593 |
flint-slating
Claim
MCP server that reads PDFs and exposes them as structured Markdown, metadata, o…
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| 38594 |
tibet-phantom-mcp
Claim
MCP server for Phantom Resume that enables cross-device AI session portability …
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| 38595 |
AIMCP
Claim
MCP server that distributes tool specifications from GitLab repositories to IDE…
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| 38596 |
Merit MCP
Claim
Connects to Merit bookkeeping software
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| 38597 |
Trello MCP Server
Claim
Provides tools for managing Trello boards, lists, and cards via natural languag…
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| 38598 |
ComfyUI-APP-MCP
Claim
A custom node plugin for ComfyUI that encapsulates workflows as templates, enab…
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| 38599 |
Stravacz MCP Server
Claim
Provides tools to interact with the strava.cz meal ordering system, enabling us…
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| 38600 |
@cogniahq/mcp
Claim
Enables AI assistants to query end-to-end encrypted memories from Cognia worksp…
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