MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 9 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66901 |
MCP server for interacting with Realm MinistryPlatform data, enabling queries, …
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| 66902 |
Universal JSON Agent MCP
Claim
Enables natural language interaction with JSON files, providing tools to load, …
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| 66903 |
imo-rules-mcp
Claim
Provides offline semantic search and reading of IMO maritime rules (SOLAS, MARP…
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| 66904 |
airbyte-mcp
Claim
Enables interaction with an Airbyte instance through natural language, supporti…
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| 66905 |
nooon
Claim
A lightweight, read-only MCP server for Notion that enables searching, reading …
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| 66906 |
Devonthink MCP Server
Claim
This MCP server provides access to DEVONthink functionality via the Model Conte…
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| 66907 |
mcp-google-oauth
Claim
A remote MCP server with Google OAuth authentication, deployable to Cloudflare …
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| 66908 |
smart-read-mcp
Claim
Provides a universal read path for agents to extract facts, metadata, and prove…
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| 66909 |
roblox-mcp-bridge
Claim
Connects Roblox Studio to local AI agents via HTTP, allowing them to control St…
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| 66910 |
mssql-health-mcp
Claim
Provides read-only SQL Server health and diagnostic tools using DMVs, enabling …
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| 66911 |
Enables basic banking operations (CRUD) with persistent MongoDB storage, suppor…
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| 66912 |
ms-teams-mcp
Claim
Provides access to Microsoft Teams, Outlook, Calendar, and SharePoint via the M…
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| 66913 |
Enables users to research, quote, apply, and bind pet insurance through natural…
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| 66914 |
JP Invoice & Tax MCP
Claim
Provides Japanese tax and invoice utilities such as consumption tax calculation…
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| 66915 |
CodeLens MCP
Claim
A local MCP server that enables LLM clients like Claude to perform semantic cod…
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| 66916 |
diario-oficial-mcp
Claim
Downloads the Colombian Diario Oficial daily PDF from the Imprenta Nacional pub…
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| 66917 |
products-mcp-server
Claim
Exposes 27 product tools (CRUD, search, stats, recommendations) backed by fakes…
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| 66918 |
Pokemon Go MCP Server
Claim
A comprehensive MCP server providing real-time Pokemon Go data including events…
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| 66919 |
Cookidoo MCP Server
Claim
Lets Claude read recipes from your Cookidoo account and create TM7-optimized cu…
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| 66920 |
github-ops-mcp
Claim
An MCP server that provides operational tooling over the GitHub API — issue tri…
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| 66921 |
Hystersis MCP Server
Claim
Connects AI assistants to a persistent memory engine with Neo4j knowledge graph…
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| 66922 |
jambavan
Claim
An MCP server that provides coding models with a live code index, inferred code…
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| 66923 |
agymcp
Claim
Wraps the Antigravity CLI (agy) as an MCP server, enabling Claude Code and othe…
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| 66924 |
MCP Analyst
Claim
Enables Claude to analyze local CSV or Parquet files, handling larger datasets …
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| 66925 |
multi-agent-debate-mcp
Claim
Facilitates structured multi-agent debates with arguments, rebuttals, and judgm…
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| 66926 |
Enables AI agents to query free biomedical and pharmaceutical APIs for clinical…
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| 66927 |
Sync MCP Server
Claim
Enables AI agents to create lipsync videos, manage assets, and check generation…
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| 66928 |
Obsidian MCP Server
Claim
Enables Obsidian users to interact with various APIs through natural language b…
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| 66929 |
Ansys MCP Server
Claim
Enables AI assistants to interact with Ansys simulation software (Fluent, MAPDL…
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| 66930 |
SuperInstance MCP Server
Claim
Enables Claude Code to query and control the SuperInstance fleet, including fle…
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| 66931 |
Open Crawler MCP Server
Claim
Enables web crawling and content extraction from web pages, supporting multiple…
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| 66932 |
fmp-mcp
Claim
Enables AI agents to analyze stocks, screen markets, compare peers, read earnin…
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| 66933 |
nextcloud-agent
Claim
Enables to manage Nextcloud files, user info, sharing, calendar, and contacts t…
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| 66934 |
An MCP server that lets you log and query your own spending through natural con…
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| 66935 |
AstrBot MCP Server
Claim
Enables remote management and debugging of AstrBot servers via SSH, including l…
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| 66936 |
CoreViz MCP
Claim
Exposes a visual library with semantic search, tagging, editing, and management…
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| 66937 |
things3-mcp-server
Claim
A Model Context Protocol (MCP) server that provides integration with Things 3 a…
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| 66938 |
paprika-mcp-server
Claim
Gives AI assistants access to your Paprika Recipe Manager data by unpacking rec…
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| 66939 |
EG4 MCP Server
Claim
MCP server for EG4 solar inverters, enabling real-time monitoring, performance …
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| 66940 |
abnormal-mcp
Claim
An MCP server for Abnormal Security, enabling management of threat detection, e…
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| 66941 |
mcpsq
Claim
A simple MCP server to discover and manage MCP servers. Provides tools to find,…
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| 66942 |
Polyforge MCP Server
Claim
Enables AI assistants to interact with the Polyforge prediction market platform…
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| 66943 |
mcp-wrap
Claim
Wraps another MCP server to allow lifecycle management (start/stop/restart) and…
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| 66944 |
cloudflare-mcp-pro
Claim
The most complete Cloudflare MCP — 69 tools over the REST API v4 (DNS, Zones, W…
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| 66945 |
QWED-MCP
Claim
Enables deterministic verification for AI assistants by executing Python code t…
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| 66946 |
MCP Server
Claim
A simple MCP server that exposes a createUser tool to add users to a local JSON…
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| 66947 |
DB_Talk
Claim
Enables natural language interaction with SQLite databases using LangChain and …
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| 66948 |
app-seo-ai
Claim
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| 66949 |
mcp-statcan
Claim
MCP server providing access to Statistics Canada time-series data via web data.
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| 66950 |
JIRA MCP Server
Claim
A production-ready MCP server for JIRA integration that enables AI assistants t…
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