MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40801 |
hypernym-mcp-server
Claim
MCP server providing semantic text analysis and compression tools via Hypernym …
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| 40802 |
MCP-Context-Provider
Claim
Static server that provides persistent tool-specific context and rules for AI m…
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| 40803 |
hac-mcp
Claim
Provides AI assistants with programmatic access to SAP Commerce Cloud's Hybris …
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| 40804 |
xtage
Claim
Provides Claude with persistent, semantic knowledge of a codebase across sessio…
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| 40805 |
schema-validator-ai-mcp
Claim
schema-validator-ai-mcp MCP server by MEOK AI Labs
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| 40806 |
agent-delegate
Claim
agent-delegate is an MCP-first delegation advisor for coding agents. It helps a…
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| 40807 |
haldir
Claim
Haldir is a security and governance layer for AI agents. Session-scoped permiss…
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| 40808 |
trust-chain-mcp
Claim
Trust Chain MCP server. Tools: create trust anchor, verify chain, add attestati…
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| 40809 |
bingcn
Claim
使用必应搜索快速发现相关网页。获取完整网页内容以便深入分析与引用。加速调研、整理与引用流程。
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| 40810 |
Crypto wallet portfolio API for AI agents. Full token holdings across Ethereum,…
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| 40811 |
Search agent skills ranked by measured lift vs a no-skill baseline, with safety…
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| 40812 |
computer-use-mac-mcp
Claim
MCP server for macOS desktop automation enabling screenshot, click, type, scrol…
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| 40813 |
FreeTicket MCP Server
Claim
Exposes FreeTicket's B2B domain (events, sales, tickets, etc.) as tools for MCP…
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| 40814 |
backengine-mcp
Claim
Surface customer & prospect context from Slack, email, transcripts and tickets …
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| 40815 |
An MCP server that guides QA and verification processes by breaking down tasks …
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| 40816 |
reddirect
Claim
Reddit MCP Server — No API Keys Required. Browse, post, comment, vote, and mana…
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| 40817 |
A Model Context Protocol server that extracts and processes content from PDF do…
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| 40818 |
Hamibot MCP Server
Claim
Enables management and control of Hamibot devices and scripts, including device…
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| 40819 |
MCP server for Depyler: Python-to-Rust transpiler with analysis and verificatio…
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| 40820 |
Scry
Claim
Free IPv4 lookups against a distributed attacker-observation corpus.
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| 40821 |
How often a company publishes long-form work, and whether that rate is rising o…
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| 40822 |
simple_snowflake_mcp
Claim
Enables natural language querying and management of Snowflake databases, includ…
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| 40823 |
Epistemic guard for AI coding: tracks uncertain values and blocks writes until …
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| 40824 |
knowbe4-mcp
Claim
MCP server for KnowBe4 — security awareness training, phishing simulation, and …
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| 40825 |
kb-gateway
Claim
HTTP MCP gateway enabling remote agents to query a learning corpus combining Pi…
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| 40826 |
Ebird
Claim
eBird MCP — Cornell Lab of Ornithology citizen-science bird observations
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| 40827 |
Bangladesh payments for AI agents — bKash / Nagad via SSLCommerz. Never holds f…
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| 40828 |
youtube-growth
Claim
Audits any YouTube channel against its own history. Every claim carries its sam…
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| 40829 |
Tailscale MCP server for managing your tailnet from AI assistants
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| 40830 |
mcp-server-test
Claim
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| 40831 |
Huly MCP Server
Claim
Enables interaction with Huly workspaces via WebSocket API to manage projects a…
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| 40832 |
Martin Loop
Claim
Governed MCP server for AI coding agents with budgets, verifier gates, and insp…
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| 40833 |
Japan payments for AI agents — konbini コンビニ, card, PayPay via KOMOJU. Stateless…
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| 40834 |
An MCP server that enables AI agents to interact with QuickBooks Online account…
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| 40835 |
mcp-redact
Claim
Local-first CLI and MCP server for redacting sensitive text before sharing logs…
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| 40836 |
profile-project
Claim
A self-contained Claude Code plugin that profiles a project by running a fixed …
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| 40837 |
Jenkins MCP Server
Claim
Enables interaction with Jenkins CI jobs, including triggering and stopping bui…
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| 40838 |
Kdenlive MCP
Claim
Provides a headless video editing workflow using portable JSON projects and Kde…
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| 40839 |
anchor-compliance
Claim
Australian advertising & marketing compliance for AI assistants. Scan websites,…
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| 40840 |
mfa-servicenow-mcp
Claim
An MCP server for ServiceNow that supports multi-factor authentication via real…
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| 40841 |
code-fundi-mcp
Claim
CodeFundi MCP server for codebase mapping and blast-radius analysis.
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| 40842 |
Enables reading data from a Google Sheets spreadsheet via the read_sheet tool, …
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| 40843 |
Exposes tools for retrieving weather forecasts and alerts using the National We…
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| 40844 |
An MCP-based enterprise tools server that exposes company knowledge search and …
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| 40845 |
langfuse-mcp
Claim
TypeScript MCP server for the Langfuse Public API. 27 read tools covering trace…
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| 40846 |
People + life-in-days knowledge for AI agents. Public MCP; x402 on Base; OAuth …
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| 40847 |
ks-local-mcp
Claim
Enables searching and viewing 1.89 million entries of the Seungjeongwon Ilgi an…
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| 40848 |
brasil-data-mcp
Claim
Brazilian public data for AI agents — companies (CNPJ), addresses (CEP), banks …
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| 40849 |
Market Data MCP Server
Claim
Enables fetching market and options data including OHLCV prices, option chains,…
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| 40850 |
osrs-companion
Claim
Enables AI assistants to search the OSRS Wiki, lookup Grand Exchange prices, an…
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