MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

40750
Discovered
29243
Scored
2095
Verified
16951
Complete

Last updated 2 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38551
78degrees
quantrisk Claim
Portfolio risk analytics MCP server — VaR, Monte Carlo, stress testing, and mor…
38552
A Model Context Protocol (MCP) compatible server that integrates Ant Internatio…
38553
DakshBeep
CashBFF MCP Claim
CashBFF is a personal-finance MCP server for Claude. Connect your bank through …
38554
ishan-maheshwari
DicePDF Claim
Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…
N/A N/A
38555
Enables AI assistants to search, read, and manage documents in a Laserfiche rep…
38556
Enables running interactive terminals inside Claude Code and Claude Desktop, su…
N/A N/A
38557
skyasu2
A natural language-based server analysis and monitoring system that automatical…
81
38558
Savvly
savvly Claim
Savvly Longevity Benefit Fund: product, comparisons, eligibility, and retiremen…
38559
Traviseric
Generate complete nonfiction books with Teneo: outline, manuscript, cover, and …
N/A N/A
38560
A Model Context Protocol server that enables keyword search within files, retur…
N/A N/A
38561
mcp-spotify Claim
Enables AI agents to create, manage, and populate Spotify playlists using the S…
N/A N/A
38562
Provides AI-ready access to Indian government statistics through MCP, enabling …
N/A N/A
38563
AI-powered access to OSDU subsurface data through natural language, enabling AI…
N/A N/A
38564
os-tack
fcp-sheets Claim
MCP server for semantic spreadsheet operations that lets LLMs create and edit E…
N/A N/A
38565
A comprehensive MCP server for Atlassian Jira that enables AI assistants to man…
N/A N/A
38566
Access your Spider Chat flows, memories, and facts from Claude Desktop with fas…
N/A N/A
38567
Enables Claude to interact with the Lever ATS for candidate management, intervi…
N/A N/A
38568
Enables LLMs to query and explore schemas in Microsoft Fabric lakehouses, wareh…
N/A N/A
38569
An MCP server for learning purposes that integrates jina.ai tools for web searc…
38570
Enables searching and retrieving product information from Coupang (Korean e-com…
38571
Provides MCP server for Google Slides API, enabling creation, reading, modifica…
N/A N/A
38572
Enables querying any GitHub, GitLab, or Bitbucket repository and getting AI-gen…
N/A N/A
38573
ntropy-mcp Claim
Enables enriching banking data using the Ntropy API, with tools to create accou…
N/A N/A
38574
cryptorefills
gift-cards Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
81
38575
closermethod
Provides structured templates for security questionnaires, RFP responses, and c…
38576
Sage MCP Claim
A multi-tenant MCP server platform that hosts isolated MCP servers with OAuth/A…
38577
spline-mcp Claim
MCP server for Spline.design code generation and asset management.
N/A N/A
38578
optivise Claim
Optivise is an intelligent MCP tool that enhances AI-assisted Optimizely develo…
N/A N/A
38579
Lisito11
Connect your LLMs to SQL databases safely and intuitively using the Model Conte…
38580
A Model Context Protocol server providing file search and question tools for AI…
N/A N/A
38581
claude-sync Claim
Local-first MCP server that enables multiple Claude agents to coordinate throug…
N/A N/A
38582
mcp-x Claim
Enables posting tweets to X (Twitter) via the X API v2, using Claude.
N/A N/A
38583
junhyeok0703
policy-mcp Claim
Connects policy documents to Claude.ai via vector search, allowing natural lang…
N/A N/A
38584
syedasad-kiwi
Enables interaction with MongoDB databases through the Model Context Protocol, …
N/A N/A
38585
amehiny
Free invoice generator — create pre-filled invoice URLs with taxes, discounts, …
N/A N/A
38586
An MCP server that integrates with Google Places API to enable AI clients to se…
N/A N/A
38587
A simplified MCP server for accessing Slack API, enabling AI assistants to list…
N/A N/A
38588
cml2-mcp Claim
Thin MCP server for Cisco CML2 that exposes the live OpenAPI specification and …
N/A N/A
38589
pinnedai-mcp Claim
Stops your AI from re-introducing bugs, leaking provider keys, or weakening tes…
N/A N/A
38590
A lightweight MCP tool for directory tree visualization in Cursor, with smart f…
N/A N/A
38591
codeitalldev
codeitall Claim
Behavioral oracle for Rust crate APIs: runtime behavior, yank/advisory, depreca…
38592
robocular
spawnpay-mcp Claim
Crypto wallets, payments, and referral earnings for AI agents on Base L2. Give …
N/A N/A 95
38593
ParkviewLab
MCP server that reads PDFs and exposes them as structured Markdown, metadata, o…
38594
Humotica
MCP server for Phantom Resume that enables cross-device AI session portability …
38595
junqed
AIMCP Claim
MCP server that distributes tool specifications from GitLab repositories to IDE…
38596
Merit MCP Claim
Connects to Merit bookkeeping software
38597
Provides tools for managing Trello boards, lists, and cards via natural languag…
38598
A custom node plugin for ComfyUI that encapsulates workflows as templates, enab…
N/A N/A
38599
Provides tools to interact with the strava.cz meal ordering system, enabling us…
N/A N/A
38600
Enables AI assistants to query end-to-end encrypted memories from Cognia worksp…
N/A N/A
Showing 38551–38600 of 40750 servers
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