MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 1 hour, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56751 |
pixserp
Claim
Live AI-native web search with citations. One tool for every MCP client. Flat p…
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| 56752 |
tijori-finance
Claim
Indian equity research MCP — 5,000+ NSE/BSE stocks, financials, KPIs, and conca…
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| 56753 |
Otto Travel
Claim
Plan, book, and manage business travel.
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| 56754 |
my_test
Claim
Get current weather for any city and create images from your prompts. Streamlin…
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| 56755 |
engrava
Claim
MindQL queries, hybrid search, and a thought graph - read/write memory for AI a…
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| 56756 |
MCP Browser
Claim
MCP server that lets AI assistants browse the web through your real Chrome with…
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| 56757 |
MCP Bulário ANVISA
Claim
Consulta o Bulário Eletrônico da ANVISA: bulas, registros, tarjas e apresentaçõ…
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| 56758 |
mcp-fr-legal
Claim
Provides offline access to the French legal corpus (Legifrance/DILA) with full-…
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| 56759 |
CVpop
Claim
# CVpop MCP Server
Create and customize professional CVs and resumes directly …
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| 56760 |
MCP Google Trends Server
Claim
Provides access to Google Trends search interest data with backtesting support,…
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| 56761 |
Rillsoft Project
Claim
MCP server built into Rillsoft Project 10 for multi-project resource planning (…
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| 56762 |
Enables natural language expense tracking and management via Claude Desktop, su…
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| 56763 |
Car repair cost estimates by make, model and repair type. 31 cost guides, VIN d…
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| 56764 |
iconify-icon
Claim
Browse 200,000+ open-source vector icons across 200+ sets. Search and filter by…
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| 56765 |
Web search, content extraction, and library docs for AI agents with 5-strategy …
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| 56766 |
LiveAction LiveWire MCP Server
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| 56767 |
register-mcp
Claim
Provides access to the Swiss Federal Commercial Register (Zefix) for company se…
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| 56768 |
google-cloud-mcp
Claim
Enables management of Google Cloud services including BigQuery, Cloud Logging, …
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| 56769 |
mcp-json
Claim
Provides tools to validate, format, and query JSON strings via MCP. Enables AI …
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| 56770 |
github-mcp
Claim
A production-ready MCP server providing all 26 official GitHub tools, deployed …
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| 56771 |
design-system-mcp
Claim
A Model Context Protocol server that exposes an airline design system as a quer…
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| 56772 |
arc-mcp
Claim
An execution state machine MCP server that manages YAML-defined plans, enabling…
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| 56773 |
im_builder_v2
Claim
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| 56774 |
Roster
Claim
Enables querying your team's work (stats, overdue, workload, active members, et…
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| 56775 |
PL/SQL Intelligence
Claim
Oracle MCP with PL/SQL analysis, lineage, SAST, and change-impact tools.
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| 56776 |
KOLens
Claim
TikTok KOL intelligence with a public MCP remote for search, profiles, lists, a…
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| 56777 |
UniFi RMCP
Claim
Rust MCP server and CLI for UniFi Network controller operations.
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| 56778 |
MCP Credentials Broker
Claim
Provides secure OAuth2-based credential management for MCP servers, allowing ag…
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| 56779 |
Sahibinden Emlak MCP
Claim
Canlı sahibinden.com emlak arama, detay çekimi, akıllı filtreleme (bina yaşı, k…
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| 56780 |
Flighty MCP
Claim
Enables AI assistants to access and manage your Flighty flight data directly fr…
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| 56781 |
MemoryThreads
Claim
Persistent, searchable conversation memory shared across Claude Code and Codex,…
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| 56782 |
A comprehensive MCP server for automated AWS data discovery, PII detection, and…
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| 56783 |
findocs-mcp
Claim
An eval-first MCP server for semantic search and grounded Q\&A over financial d…
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| 56784 |
MCP server that provides automated Google search capabilities, allowing query e…
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| 56785 |
CData Python MCP Server
Claim
Enables LLMs to query live data from over 250+ sources via CData Python Connect…
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| 56786 |
Network Sketcher
Claim
Local-first MCP server that lets AI agents design Cisco-style networks and gene…
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| 56787 |
Enables building MCP servers using TypeSpec, with tools to scaffold, compile, a…
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| 56788 |
mcp-browser-use
Claim
Enables browser automation through MCP clients like Claude or Cursor, using the…
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| 56789 |
polymarket-mcp-server
Claim
Polymarket prediction markets for Claude — market search, order books, price hi…
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| 56790 |
objekts Production Desk
Claim
AI/VFX, CGI, motion & animation production preflight by objekts: locks, continu…
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| 56791 |
mcp-server
Claim
Manage your Savanto store from your AI: catalog, content, prompts, and analytic…
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| 56792 |
Enables AI agents to search, browse, and retrieve articles from the Wealthsimpl…
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| 56793 |
silotek-serial-mcp
Claim
A headless MCP server that enables AI tools (like Claude Code) to read and anal…
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| 56794 |
mlflow-mcp-server
Claim
MLflow — 82 tools across experiments, runs, registered models, model versions, …
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| 56795 |
Pexels MCP Server
Claim
Enables AI models to search and retrieve photos, videos, and collections from P…
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| 56796 |
mcp-prayer-times
Claim
Provides Islamic prayer times, Qibla direction, and Hijri calendar conversion u…
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| 56797 |
Oracle DB MCP
Claim
Read-only MCP server that lets coding AI agents inspect Oracle Database schema …
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| 56798 |
core-agent-mcp
Claim
Remote execution layer for agentic systems exposing 64 production tools via MCP…
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| 56799 |
ntfy-mcp
Claim
Enables sending push notifications via ntfy with a single tool, allowing Claude…
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| 56800 |
SkillHub MCP
Claim
Enables AI assistants to search, discover, and get recommendations from 20,000+…
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