MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57201 |
Turkey Data
Claim
Live Turkey data: gold prices, TCMB FX rates, fuel prices, prayer times, Kandil…
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| 57202 |
junobuild-mcp-server
Claim
Manage satellites, hosting, serverless functions, changes and more through any …
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| 57203 |
instruckt-mcp
Claim
MCP server for instruckt visual annotations. Enables AI agents to retrieve pend…
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| 57204 |
CenterPoint Connect
Claim
Manage properties, companies, employees, invoices, materials, and more from Cen…
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| 57205 |
Aparavi MCP Server
Claim
Integrates with Aparavi's document processing API to allow LLMs to process docu…
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| 57206 |
Lanalyzer MCP Server
Claim
Enables AI models to perform static taint analysis on Python code, detecting se…
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| 57207 |
CLO3D MCP Server
Claim
Enables AI assistants to control CLO3D for pattern creation, fabric swapping, s…
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| 57208 |
japan-tariff-mcp
Claim
An MCP server for searching Japanese tariff data by keywords, HS codes, and mor…
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| 57209 |
BTRFS Snapper MCP
Claim
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
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| 57210 |
google-search-trends-mcp
Claim
Provides Google Search trend data as an MCP tool, with historical series, growt…
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| 57211 |
Post For Me MCP Server
Claim
Enables AI assistants to interact with the Post For Me API, allowing them to ex…
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| 57212 |
searoute_mcp
Claim
Provides maritime routing capabilities, enabling computation of oceangoing rout…
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| 57213 |
th0th
Claim
Semantic search with 98% token reduction for AI assistants.
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| 57214 |
Manage your Amazon seller account effortlessly. Create reports, update prices, …
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| 57215 |
OpenTool
Claim
OpenTool is an MCP server that provides AI agents with secure, authenticated ac…
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| 57216 |
Deepseek Thinker
Claim
Leverage Deepseek's reasoning capabilities to enhance your AI interactions. Acc…
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| 57217 |
swiss-statistics-mcp
Claim
Provides AI-native access to Swiss Federal Statistical Office datasets through …
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| 57218 |
gcp-mcp
Claim
Enables managing Google Cloud Platform (GCP) resources through natural language…
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| 57219 |
Premium Flutter UI components for AI coding agents. 46 widgets, 3 themes, light…
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| 57220 |
Progressive group routing for 393 professional skills via Rust daemon stdio shi…
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| 57221 |
yandex-metrica-mcp
Claim
Query Yandex Metrica web analytics — reports, trends and metadata — via an AI a…
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| 57222 |
Remote MCP Server
Claim
A Cloudflare Workers-based implementation of Model Context Protocol server that…
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| 57223 |
mcp-kindle
Claim
Read-only MCP server for accessing local Kindle library data, exposing tools to…
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| 57224 |
kirowebreleasebinder-mcp
Claim
Remote MCP for Kiro release readiness, evidence binders, signoff, and CI approv…
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| 57225 |
mcp-tanita
Claim
Read-only MCP server for Tanita Health Planet measurements, providing tools for…
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| 57226 |
mcp-uart
Claim
Enables AI agents to communicate with UART/serial devices, offering tools for p…
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| 57227 |
dbx
Claim
Query databases from AI agents using connections configured in DBX.
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| 57228 |
figma-mcp-hybrid
Claim
Enables reading Figma files via REST API and writing to the Figma canvas via a …
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| 57229 |
mlagents-mcp
Claim
Controls Unity ML-Agents training runs from Claude Code, enabling launch, stop,…
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| 57230 |
mcp-server
Claim
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| 57231 |
open-brain
Claim
Graph-structured MCP memory server. 37.2% on LongMemEval baseline — a benchmark…
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| 57232 |
@perssona/orchestrator
Claim
MCP server that lets AI agents control Perssona. It enables creating terminals,…
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| 57233 |
MongoDB MCP Server
Claim
Enables AI assistants to interact with MongoDB databases through natural langua…
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| 57234 | — | |||||||||
| 57235 |
Food-Recipe-MCP
Claim
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
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| 57236 |
Jisho MCP
Claim
Enables Japanese word lookup and search using the Jisho.org dictionary, providi…
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| 57237 |
concord-mcp
Claim
Enables MCP clients to look up Bible verses, perform semantic search, and acces…
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| 57238 |
A comprehensive MCP server for Google Sheets integration with Claude, enabling …
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| 57239 |
mcp-lcu-server
Claim
Enables interaction with Linux system operations via MCP, including CPU, memory…
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| 57240 |
IcebergMCP
Claim
Enables natural language interaction with Apache Iceberg Lakehouse tables throu…
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| 57241 |
GitAgentic MCP Server
Claim
Enables AI models like Claude or GPT to interact with a decentralized git netwo…
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| 57242 |
braintrust
Claim
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| 57243 |
App Publisher MCP
Claim
An MCP server for vibe coders to generate app icons with AI, auto-resize for iO…
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| 57244 |
GitHub MCP Server
Claim
A Model Context Protocol (MCP) server that connects Claude AI directly to the G…
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| 57245 |
Send letters, postcards, notecards, and gift cards via postal mail.
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| 57246 |
Dhan MCP Server
Claim
A production-ready MCP server for algorithmic trading with Dhan broker API, pro…
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| 57247 |
mcp-quiz-generator
Claim
Generates quizzes from Markdown content and outputs interactive HTML and Word d…
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| 57248 |
Astrocal
Claim
AI-native scheduling: check availability, book meetings, cancel and reschedule …
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| 57249 |
FRED API MCP Server
Claim
Enables searching and retrieving economic data from the Federal Reserve Economi…
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| 57250 |
oletools-mcp-server
Claim
Enables secure static analysis of Microsoft Office documents and related file t…
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