MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37951 |
grad-agent
Claim
An autonomous MCP agent that helps you apply to fully funded MS and PhD program…
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| 37952 |
bakom-mcp
Claim
MCP server for Swiss BAKOM open data, enabling natural-language queries about b…
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| 37953 |
exceltester
Claim
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| 37954 |
Sigil MCP Server
Claim
Provides IDE-like code navigation and search for local repositories, enabling A…
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| 37955 |
MCP server for Concierge, enabling AI agents to manage Discord customer support…
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| 37956 |
MCP server for AI-powered marketing intelligence and automation for the RU/CIS …
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| 37957 |
dokploy-mcp
Claim
Wraps the Dokploy REST API to expose Dokploy operations as MCP tools for managi…
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| 37958 |
Librarian
Claim
Provides AI agents with persistent knowledge storage, enabling them to store, s…
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| 37959 |
Text classification API for AI agents. Classify text into topic categories with…
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| 37960 |
Serves as a universal interface between AI Agents and AnalyticDB PostgreSQL dat…
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| 37961 |
htag-spatial
Claim
HTAG H3 spatial tools for price/rent, indicators, geometry, and concordance.
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| 37962 |
MCP server for Google Workspace APIs enabling reading, creating, and editing Go…
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| 37963 |
Enables interaction with Azure AI Foundry services including model exploration …
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| 37964 |
AGI Feeder
Claim
An MCP server that routes tasks to the best AI models, aggregates responses wit…
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| 37965 |
PDF Tools MCP Server
Claim
Enables PDF file manipulation including merging, splitting, extracting pages, e…
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| 37966 |
pdf-mcp
Claim
An MCP server that exposes Marker for high-quality PDF OCR and conversion, prov…
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| 37967 |
hostwares-mcp
Claim
Enables deploying sites, managing databases, and troubleshooting deployments on…
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| 37968 |
narwhal
Claim
TUI database client with a built-in MCP server. Five databases (postgres, mysql…
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| 37969 |
Enables LLMs to generate and retrieve long-term memories using Vertex AI Memory…
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| 37970 |
wiznote-mcp
Claim
Enables Claude to interact with a private WizNote server for document managemen…
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| 37971 |
Automates marketing workflows across Google Ads, Meta Ads, and GA4, enabling co…
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| 37972 |
ERPNext MCP Server
Claim
This MCP server connects ChatGPT to ERPNext, enabling AI-powered business analy…
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| 37973 |
dnomia-knowledge
Claim
Local knowledge engine for codebases with hybrid search, knowledge graph, and i…
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| 37974 |
IWE
Claim
iwec gives AI agents structured access to your Markdown notes as a knowledge gr…
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| 37975 |
MCP Number Powers Server
Claim
Exposes tools to calculate powers (square, cube, etc.) of a number via stdio or…
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| 37976 |
Zypin MCP
Claim
A lightweight MCP server for browser automation using Playwright with essential…
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| 37977 |
Adaptive LLM Gateway
Claim
Exposes an OpenAI- and Anthropic-compatible HTTP, SSE, and stdio gateway that w…
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| 37978 |
gwsadm-mcp
Claim
Google Workspace security-audit MCP server — read-only visibility into account …
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| 37979 |
Vaultak
Claim
Runtime security for AI agents. Score your agent's risk level across 5 dimensio…
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| 37980 |
transit-mcp
Claim
MCP server for Japanese public transit journey planning with interactive map UI…
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| 37981 |
Serverless connector to access Google Contacts via MCP, enabling AI agents to s…
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| 37982 |
Forgeline
Claim
Read-only Modbus TCP monitoring server that exposes safe MCP tools for AI agent…
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| 37983 |
electron-mcp-server
Claim
Enables AI coding tools to interact with Electron applications for automated te…
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| 37984 |
Enables AI-powered manufacturing operations analysis and automated report gener…
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| 37985 |
dify-knowledge
Claim
Exposes Dify knowledge base retrieval capabilities via MCP for use in Cursor an…
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| 37986 |
ulanzi-mcp
Claim
MCP server and CLI for controlling Ulanzi TC001 Smart Pixel Clock via AWTRIX3 H…
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| 37987 |
Evidence-grounded web research for AI agents. Verifies page-local claims with c…
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| 37988 |
memoire
Claim
Design system MCP server. 20 tools: extract design tokens from any URL, pull fr…
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| 37989 |
hato
Claim
Enables inter-session messaging for Claude Code, allowing sessions on different…
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| 37990 |
mcp-arcgis-lakeland
Claim
Enables searching and querying City of Lakeland, Florida open geospatial data (…
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| 37991 |
Melo MCP Server
Claim
Enables searching and filtering real estate properties in France through the Me…
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| 37992 |
Read PostgreSQL EXPLAIN plans for AI agents: bottlenecks, estimation errors, fi…
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| 37993 |
mcp-vision-server
Claim
OpenAI-compatible vision MCP server with 14 provider presets that enables MCP c…
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| 37994 |
Provides access to Canadian federal election data, enabling queries about ridin…
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| 37995 |
Better Mealie MCP
Claim
Provides complete access to Mealie's API for managing recipes, meal plans, shop…
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| 37996 |
MCPico
Claim
MCP proxy that bundles flat tool lists into hierarchical subcommand groups to r…
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| 37997 |
Weather MCP Server
Claim
Enables Claude to query weather information for a specified area using the Open…
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| 37998 |
bilig
Claim
Headless WorkPaper MCP server for spreadsheet formulas, workbook edits, JSON pe…
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| 37999 |
Boston Core MCP
Claim
An MCP server that provides safe, read-only access to Boston's open data portal…
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| 38000 |
sek-fx-mcp
Claim
Fetches exchange rates from Riksbanken API for currencies to Swedish kronor usi…
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