MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 8 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48501 |
Enables interaction with Wecandeo VideoPack v4 API for video upload, encoding, …
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| 48502 |
ls-news-mcp
Claim
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| 48503 |
a2db
Claim
Safe, read-only database access for AI agents. 5 databases, batch queries, SQLG…
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| 48504 |
genefoundry
Claim
Federates 13 gene-related MCP backends (gnomAD, GTEx, etc.) behind a single Str…
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| 48505 |
MAGI Orchestrator
Claim
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
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| 48506 |
AppScope MCP Server
Claim
Self-hosted MCP server for app market intelligence, enabling tools to query app…
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| 48507 |
client-compass
Claim
Behavioral intelligence for client-facing professionals. Know who you're walkin…
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| 48508 |
A MCP server that provides browser automation tools, allowing users to navigate…
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| 48509 |
pmcp
Claim
A Prometheus Model Context Protocol Server.
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| 48510 |
Motion MCP Server
Claim
Connects Claude.ai to your Motion workspace, enabling task and project manageme…
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| 48511 |
mermaid-mcp-server
Claim
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| 48512 |
rijksmuseum-mcp+
Claim
Lets you explore the Rijksmuseum's artwork collections through natural conversa…
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| 48513 |
Sandwich Care Circle
Claim
Authenticated MCP for a user's care circle: read CareEvents, list loved ones, i…
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| 48514 |
Send end-to-end encrypted email and files. Encryption happens on your machine, …
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| 48515 |
Academic Research MCP
Claim
Unified scholarly search across 60+ academic sources with citation formatting (…
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| 48516 |
mobila
Claim
Enables AI clients to control an Android emulator via MCP, allowing tasks like …
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| 48517 |
Vivado MCP Server
Claim
A Model Context Protocol (MCP) server that enables AI assistants like Claude to…
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| 48518 |
tarefas-mcp
Claim
An MCP server that provides tools to create and list tasks by calling a REST AP…
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| 48519 |
Figma Comments MCP
Claim
A lightweight MCP server that adds Figma Comments support to AI assistants, ena…
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| 48520 |
MCP Search Console
Claim
Multi-account Google Search Console MCP: analytics, URL inspection, sitemaps ac…
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| 48521 |
agent-trust
Claim
Tamper-evident action receipts, trust scoring & capability tokens for AI agents…
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| 48522 |
NewsBreak Ads MCP Server
Claim
MCP server for the NewsBreak Business API that enables analytics, reporting, an…
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| 48523 |
cpp-cpm-engine
Claim
Forensic scheduling MCP for Primavera P6 (XER): AACE windows, DCMA-14, Monte Ca…
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| 48524 |
AgenticBooks MCP Server
Claim
Financial data infrastructure for AI agents. Connect to a startup's books to re…
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| 48525 |
BasinVault
Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
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| 48526 |
Field service dispatch: instant quotes, tracked work orders, public evals. stea…
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| 48527 |
QRadar MCP Server
Claim
Bridges LLMs with IBM QRadar SIEM by providing access to over 728 REST API endp…
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| 48528 |
mcpscopeconsent-mcp
Claim
Remote MCP for MCP consent scope receipt, structured receipts, audit logs, and …
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| 48529 |
mcp-toolbox
Claim
A comprehensive MCP server enabling LLMs to execute commands, manage files, int…
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| 48530 |
Ybe Check
Claim
Ybe Check – security and compliance orchestrator for AI-generated repositories.
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| 48531 |
mcp-gauge
Claim
An MCP server that enables coding agents to autonomously test, evaluate, and tu…
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| 48532 |
o1-mcp
Claim
Provides access to live swap quotes and routing on the Base network via the o1.…
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| 48533 |
libralm_mcp_server
Claim
Browse available books and quickly access summaries, details, and tables of con…
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| 48534 |
Apollo.io MCP Server
Claim
Apollo.io MCP server for prospecting, enrichment, CRM, sequences, and outreach …
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| 48535 |
obsidian-mcp
Claim
A self-hosted MCP server with a management UI for reading, searching, editing, …
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| 48536 |
An MCP server that reproduces the results of Nikitin et al., 'Towards Explainab…
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| 48537 |
tasklix
Claim
The shared task board your autonomous agent fleet can read and write.
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| 48538 |
Hospitable MCP Server
Claim
Connects Claude to the Hospitable API v2 for managing vacation rental propertie…
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| 48539 |
live-music
Claim
AI agents experience music as math — stream concerts, react, chat, upgrade tier…
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| 48540 |
vps-ops-mcp
Claim
A safe, structured MCP server that lets AI inspect and operate a VPS through ty…
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| 48541 |
ncbi-mcp
Claim
A server providing access to NCBI E-utilities API for searching and retrieving …
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| 48542 |
MCP Cloudflare DNS
Claim
Cloudflare DNS MCP server: manage zones, records, cache purge, and page rules.
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| 48543 |
Vynix
Claim
Give AI coding agents access to your Vynix visual feedback, bug reports, and AI…
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| 48544 |
SecOps MCP
Claim
Provides access to 13+ penetration testing and security audit tools through a u…
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| 48545 |
VibeLawyer
Claim
Local MCP for Chinese criminal dossier review; Word notes + Excel catalogs stay…
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| 48546 |
Financial Research
Claim
Analyze stocks with concise summaries, recent SEC filings, analyst targets, and…
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| 48547 |
you-need-an-advisor-mcp
Claim
An MCP server that connects AI assistants to YNAB budgets, enabling natural lan…
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| 48548 |
figma-mcp-hybrid
Claim
Enables reading Figma files via REST API and writing to the Figma canvas via a …
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| 48549 |
epwforge-mcp
Claim
EPW/DDY weather files - TMY/AMY/CMIP6 morphing, UHI, events, smoke. 3 of 4 tool…
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| 48550 |
MCP server for the Influencers Club API — creator enrichment, discovery, audien…
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