MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50651 |
npm registry MCP server — package intelligence, security audits, dependency ana…
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| 50652 |
Bifrost-MCP Gateway
Claim
Enterprise-grade dynamic MCP proxy that eliminates token bloat by lazy-loading …
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| 50653 |
proof-layer
Claim
Signed, hash-chained provenance receipts for AI agent actions.
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| 50654 |
VAST Admin MCP Server
Claim
MCP server for VAST Data administration, enabling AI assistants to monitor, lis…
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| 50655 |
orcid-mcp-server
Claim
Researcher profiles, works, affiliations, funding, and peer reviews from the OR…
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| 50656 |
Enable seamless time tracking and reporting for Azure DevOps work items by inte…
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| 50657 | — | |||||||||
| 50658 |
Enables AI assistants to interact seamlessly with IBM watsonx.data lakehouses u…
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| 50659 |
peak-window
Claim
Ranks the best weather windows to climb any peak worldwide, on the sharpest reg…
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| 50660 |
Sky PC MCP Companion
Claim
本地MCP工具，通过截图、OCR、键盘和聊天输入与PC游戏《光遇》交互，支持AI客户端陪聊和实验。
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| 50661 |
Enables users to manage expenses with category support, including adding expens…
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| 50662 |
Podbean MCP Server
Claim
An MCP server that enables managing podcasts through the Podbean API via natura…
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| 50663 |
standby-design-mcp
Claim
Generate design systems: OKLCH color palettes, fluid type scales, spacing, shap…
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| 50664 |
mnemex
Claim
Temporal memory for AI with decay and reinforcement. Two-layer storage (JSONL +…
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| 50665 |
agenticbudgetrouter-mcp
Claim
Agentic workflow budget approvals with usage receipts.
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| 50666 |
MCP Skill Registry
Claim
A self-hostable MCP server that turns a folder of skills into callable tools vi…
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| 50667 |
masv
Claim
Provides tools to use MASV API. MASV is reliable and secure large file transfer…
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| 50668 |
ANSYS MCP Server
Claim
Enables natural language-driven ANSYS simulations (Fluent, Mechanical, Geometry…
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| 50669 |
On-chain D&D 1v1 combat on Base. Register agents, wager ETH, fight. Loser dies …
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| 50670 |
openworkdays
Claim
Zero-signup business-day date-math API: add days, count days between dates, is-…
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| 50671 |
Salesforce MCP Server
Claim
Enables lead management and permission set assignment in Salesforce through nat…
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| 50672 |
Federated Directory MCP
Claim
Enables contact searches within the Federated Directory system by name or email…
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| 50673 |
mcp-read-only-sql
Claim
Provides secure read-only SQL access to PostgreSQL and ClickHouse databases wit…
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| 50674 |
ElevenLabs MCP Server
Claim
Official MCP server that enables interaction with ElevenLabs Text to Speech and…
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| 50675 |
compare-cli-mcp
Claim
MCP server for compare-cli: contract version diff/redline and a drift gate as a…
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| 50676 |
Iron Cannon
Claim
An MCP-powered compliance copilot for SaaS stacks, enabling structured audit wo…
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| 50677 |
Hyperbrowser MCP Server
Claim
Provides tools to scrape, extract structured data, and crawl webpages, with acc…
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| 50678 |
Saju from Seoul — Korean Four Pillars (사주) over MCP: compute 년·월·일·시 pillars, F…
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| 50679 |
bizintel
Claim
Local business intel for AI agents: audits, lead scoring, tech stack, prospecti…
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| 50680 |
memex
Claim
Local MCP memory for coding agents. SQLite on your machine — preferences persis…
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| 50681 |
Enables MCP clients to interact with any OpenAPI-defined REST API through a ser…
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| 50682 |
jira-mcp-server
Claim
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| 50683 |
atlas-mcp-server
Claim
Hosted MCP for stocks, options, Greeks, brokers, order previews, alerts, and wo…
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| 50684 |
Decodo MCP Server
Claim
Enable your AI agents to scrape and parse web content dynamically, including ge…
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| 50685 |
An MCP server that provides web search and semantic reranking capabilities usin…
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| 50686 |
Connect AI assistants to IBM Code Engine for project, app, build, job, and runt…
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| 50687 |
mcp
Claim
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
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| 50688 |
Enables AI assistants to search YouTube videos with rich metadata including tit…
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| 50689 |
Seamless Prospecting
Claim
Find and enrich B2B contacts and companies for prospecting and outreach. Uncove…
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| 50690 |
phasefolio
Claim
Biotech rNPV/PoS engine for AI agents. Signed exports, evidence register, asset…
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| 50691 |
Scan any API for OWASP Top 10 vulnerabilities and get a security risk score. Co…
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| 50692 |
An MCP server running inside a trusted execution environment (TEE) via Gramine,…
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| 50693 |
Composer
Claim
<p align="center">
<img src="https://github.com/OliverGrabner/composer-mcp/ra…
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| 50694 |
ops-platform-mcp
Claim
MCP server wrapping a mock internal ops platform (FastAPI + SQLite) so Claude C…
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| 50695 |
YouTube Knowledge Base
Claim
Enables semantic search across thousands of indexed educational YouTube videos …
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| 50696 |
golemio-mcp
Claim
Enables AI assistants to query Prague's public transit departures, air quality,…
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| 50697 |
mcprice
Claim
finance crypto
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| 50698 |
Statamic MCP Server
Claim
Enables AI assistants to manage Statamic CMS content, including blueprints, ent…
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| 50699 |
Enables programmatic management of Substack content, including creating drafts,…
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| 50700 |
caldera-mcp
Claim
Connects MCP-compatible AI clients to a MITRE Caldera adversary emulation platf…
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