MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48701 |
freshdeps-mcp
Claim
Live npm/PyPI dependency-health verdicts so AI agents stop recommending stale o…
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| 48702 |
A2A MCP Server
Claim
A centralized server that tracks and manages connected agents, providing a web …
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| 48703 |
Give your AI agent the ability to respond with live, interactive apps that evol…
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| 48704 |
Lore
Claim
Cross-agent memory over MCP: hybrid recall, knowledge graph, private/shared vis…
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| 48705 |
pdfnative-mcp
Claim
PDF native MCP server: generate, validate, sign PAdES, embed, extract. AI-power…
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| 48706 |
Enables access to the Fresh Linkedin Profile Data API for scraping LinkedIn pro…
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| 48707 |
google-sheets-mcp
Claim
MCP server to read, write, create, and format Google Sheets via OAuth2 authenti…
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| 48708 |
Search and retrieve US federal court cases, dockets, claims, and documents via …
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| 48709 |
Mindcase
Claim
Access 30+ data collection agents from Claude with natural language.
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| 48710 |
codex-chatgpt-bridge
Claim
Local MCP bridge enabling ChatGPT web to access approved local files and execut…
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| 48711 |
Sendinel
Claim
AI-controlled email ops for campaigns, contacts, segments, analytics, and sendi…
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| 48712 |
company-gi
Claim
Gibraltar company tools: corporate tax, compliance deadlines, and PDF form gene…
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| 48713 |
openapi
Claim
🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI acces…
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| 48714 |
dotnet-coverage-mcp
Claim
MCP server for .NET coverage: run tests, parse Cobertura, find uncovered branch…
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| 48715 |
vm
Claim
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| 48716 |
Self-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Buil…
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| 48717 |
jaso-mcp
Claim
A simple notes system that allows creating, storing, and accessing text notes t…
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| 48718 |
mcp_test
Claim
A simple MCP server example written in TypeScript that provides a multiplicatio…
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| 48719 |
rocketmoney-mcp
Claim
Read-only MCP server for Rocket Money that lets you browse your accounts, trans…
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| 48720 |
cryptofort
Claim
Encrypted-at-rest credential vault with MCP server for agent credential lookup …
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| 48721 |
geo-mcp
Claim
A geospatial MCP server providing weather, geocoding, timezone, and nearby plac…
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| 48722 |
mcp-server
Claim
Assinatura eletrônica no Brasil (ICP-Brasil): envie, assine e verifique com sua…
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| 48723 |
Pulse
Claim
Access comprehensive travel and location data to streamline trip planning and d…
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| 48724 |
Provides Microsoft Entra ID / Graph permissions data to AI agents, enabling sea…
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| 48725 |
usgs-water-mcp-server
Claim
Query real-time and historical USGS water data from ~8,000 stream gages and gro…
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| 48726 |
douanecode-mcp
Claim
EU customs code search (HS, NC8, TARIC): tariff classification and duty rates
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| 48727 |
sequentialthinking
Claim
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| 48728 |
sap-mcp-simulation
Claim
Simulates and intermediates integrations with SAP via OData, exposing automated…
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| 48729 |
JobNimbus MCP Server
Claim
Connects Claude to your JobNimbus account via API, enabling management of conta…
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| 48730 |
Playwright MCP
Claim
Provides browser automation capabilities using Playwright, allowing LLMs to int…
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| 48731 |
pdf-agent-mcp
Claim
A local MCP server that extracts text-layer content from PDF files, enabling AI…
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| 48732 |
PPT MCP Server
Claim
Enables processing PowerPoint and Word documents, extracting content and struct…
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| 48733 |
SQLGenius
Claim
SQLGenius is an MCP server that enables natural language querying of BigQuery d…
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| 48734 |
github-pr-review-mcp
Claim
Provides GitHub PR review capabilities to LLMs, enabling automated PR analysis,…
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| 48735 |
web-mcp
Claim
Provides web search and page fetch tools for LLM assistants, extracting content…
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| 48736 |
RemodelerIQ
Claim
Check if a contractor's remodeling bid is fair — analyze a quote (fairness scor…
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| 48737 |
@zeph-to/mcp-server
Claim
MCP server for AI agents to send notifications, copy to clipboard, request conf…
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| 48738 |
A remote MCP server exposing two read-only tools (get_available_stocks, get_lat…
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| 48739 |
Harvest MCP Server
Claim
Integrates with Harvest time tracking to allow AI assistants to log time, view …
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| 48740 |
igpsport-mcp
Claim
Analyze iGPSport cycling data with natural language, computing derived training…
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| 48741 |
KiasuMiles
Claim
MCP server that recommends the best credit card for miles based on your card st…
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| 48742 |
mcp-proofjson
Claim
A local MCP server that integrates ProofJSON to assess invoices before payment,…
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| 48743 |
A remote MCP server that enables searching for news articles on specific topics…
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| 48744 |
base-lp-locker-mcp
Claim
An MCP server for AI agents to lock, manage, and withdraw LP tokens on Base wit…
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| 48745 |
AgentDesk MCP
Claim
Adversarial AI review API — independent quality gating for AI agent outputs. Pr…
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| 48746 |
fieldroutes_mcp
Claim
MCP server for the FieldRoutes pest-control / lawn-care operations platform — t…
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| 48747 |
@showtime/mcp
Claim
Enables browsing movie and TV show data from TMDB and OMDB through 24 MCP tools.
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| 48748 |
Salesforce MCP Server
Claim
A Model Context Protocol server for Salesforce that enables managing contacts, …
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| 48749 |
checklist
Claim
Machine-first beacon of operational ground truth for AI agents. Library regist…
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| 48750 |
Fantasy MCP
Claim
Multi-agent parlay optimization system using CrewAI to analyze games, evaluate …
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