MCP Server Quality Scores
Independent quality analysis of 43634 public MCP servers
Last updated 1 hour, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35551 |
second-brain MCP
Claim
Self-maintaining knowledge vault: figure-level search, auto-wikilinks, and memo…
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| 35552 |
Letterboxd MCP Server
Claim
A comprehensive MCP server that enables users to interact with Letterboxd for s…
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| 35553 |
Provides access to FBI Crime Data Explorer API, enabling queries for crime stat…
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| 35554 |
val
Claim
QA agent for vibecoded apps. Real browser checks, your AI fixes them. Ship to g…
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| 35555 |
Magento Cloud MCP Server
Claim
MCP server for Adobe Commerce Cloud — REST API + SSH, no PHP CLI required
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| 35556 |
dock-ai
Claim
Discover whether a business domain has a ready-to-use connector so you can shop…
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| 35557 |
drishti
Claim
Indian media intelligence — bilingual sentiment, Tier 1 credibility, story clus…
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| 35558 |
notion_summary_server
Claim
MCP server that automatically saves summaries of AI papers or stock articles to…
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| 35559 |
blatant-why
Claim
AI-powered biologics design campaign agent — multi-agent orchestration with Bol…
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| 35560 |
agentify
Claim
Agent Interface Compiler — One command. Every agent speaks your product. Transf…
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| 35561 |
aula-mcp
Claim
This server enables MCP clients (LLMs) to access data from the Danish school pl…
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| 35562 |
MCP Weather Service
Claim
A weather service built using Model-Context-Protocol (MCP) that provides curren…
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| 35563 |
vyazen
Claim
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| 35564 |
cachebro
Claim
Provides file caching and diff tracking for AI coding agents, reducing token us…
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| 35565 |
@aiready/ast-mcp-server
Claim
AST-aware TypeScript/JavaScript codebase exploration for AI agents, providing h…
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| 35566 |
Grafana FastMCP Server
Claim
Enables MCP-compatible agents to interact with Grafana instances for searching,…
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| 35567 |
Enables AI assistants to interact with humans through GUI dialogs for text inpu…
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| 35568 |
pyspark-mcp
Claim
SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.
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| 35569 |
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| 35570 |
Pull churn from Stripe, Postgres, MySQL, or pasted feedback. AI-ranked drivers …
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| 35571 |
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in…
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| 35572 |
Cal MCP Server
Claim
Enables AI assistants to answer mortgage-related queries by providing tools for…
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| 35573 |
nyc-friend
Claim
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| 35574 |
wellness-cgm-mcp
Claim
Local-first CGM MCP for AI agents: Dexcom Developer API + FreeStyle Libre via L…
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| 35575 |
MTRKR MCP Server
Claim
A read-only MCP server connecting AI agents to MTRKR wallet intelligence on Meg…
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| 35576 |
sentineltm
Claim
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| 35577 |
Connects Claude to E\*Trade for income-oriented trading research, providing rea…
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| 35578 |
Vitest MCP Server
Claim
Enables AI assistants to run Vitest tests and analyze code coverage, supporting…
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| 35579 |
mimo-mcp
Claim
Enables Claude Code and Codex to directly invoke Xiaomi MiMo's full-modal capab…
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| 35580 |
Hive Wallet
Claim
HiveWallet MCP Server
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| 35581 |
transcript-magic
Claim
Generate transcripts from YouTube, TikTok, Instagram, and Facebook videos.
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| 35582 |
Torify gives AI agents the Japanese locale primitives that standard libraries l…
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| 35583 |
This MCP server enables AI assistants to interact with Affinity Designer for do…
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| 35584 |
outpost
Claim
Enables interaction with Microsoft Outlook services (Tasks, Calendar, Email, Co…
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| 35585 |
Alberta Tax Agent
Claim
An MCP server delivering Alberta tax accounting and law expertise, with 47 tool…
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| 35586 |
mcp-searxng
Claim
Integrates SearXNG API to give AI assistants web search and URL reading capabil…
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| 35587 |
AI-powered static analysis for Unity projects, detecting common patterns, compo…
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| 35588 |
Enables querying U.S. legislative data from Congress.gov API using MCP resource…
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| 35589 |
Playwright MCP
Claim
A server that enables LLMs to interact with web pages through structured access…
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| 35590 |
TokenEyez
Claim
Track every AI token across Claude, ChatGPT, Gemini, Cursor, and Claude Code.
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| 35591 |
FinanceMCP-Alpha
Claim
Calculates WorldQuant 101 Alpha factors using real-time Chinese stock market da…
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| 35592 |
Global Internet intelligence. Access traffic insights, trends, URL scans, and n…
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| 35593 |
MCP Seekr Server
Claim
Enables web search through Google and Wikipedia plus content extraction from an…
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| 35594 |
bmlt-mcp-server
Claim
Connects MCP-compatible AI clients to BMLT root servers, enabling natural langu…
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| 35595 |
hgefge
Claim
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| 35596 |
may-day
Claim
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| 35597 |
Databricks MCP Server
Claim
Enables LLMs to manage Databricks clusters, jobs, and notebooks while providing…
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| 35598 |
Access a 24/7 AI senior developer with 26 specialized tools for the full softwa…
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| 35599 |
Search live food safety data from FDA, FSIS, CDC, and city health departments (…
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| 35600 |
Revelata deepKPI
Claim
Fundamental data, including operating KPIs, you can't even find on Bloomberg — …
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