MCP Server Quality Scores
Independent quality analysis of 62098 public MCP servers
Last updated 1 hour, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32051 |
An MCP server implementation that integrates with Angle One APIs to provide sta…
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| 32052 |
mcp_arena
Claim
A production-ready Python library for building MCP servers with agent orchestra…
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| 32053 |
mcp-data-colorado
Claim
Access Colorado government open data via Socrata SoQL API. Enables searching da…
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| 32054 |
mcp-data-wa
Claim
Enables querying and exploring Washington State open data via the Socrata SoQL …
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| 32055 |
fulcrum
Claim
AI governance MCP server for policy enforcement, cost control, and observabilit…
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| 32056 |
Search MCP Server
Claim
Enables AI agents to perform unified web searches, GitHub, and GitLab searches …
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| 32057 |
optionslab
Claim
Options analytics MCP server providing 40+ tools for options chain data, positi…
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| 32058 |
elorus-mcp
Claim
MCP server for the Elorus invoicing and accounting platform, enabling AI assist…
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| 32059 |
Memex-Wiki MCP Server
Claim
Provides AI agents with a secure offline-first long-term memory system using Ob…
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| 32060 |
GitHub Code Reviewer
Claim
Enables fetching Pull Request diffs from GitHub and posting inline review comme…
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| 32061 |
n8n MCP Backup Server
Claim
Enables AI assistants to back up, list, and restore n8n workflows and PostgreSQ…
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| 32062 |
brand-intelligence
Claim
Query your Nudg3 brand visibility across ChatGPT, Claude, Gemini, AI Overviews,…
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| 32063 |
Glygen MCP Server
Claim
MCP server that enables querying GlyGen for summaries of proteins, glycans, sit…
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| 32064 |
Triage MCP Server
Claim
Enables AI agents to autonomously check, diagnose, and recover Dockerized servi…
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| 32065 |
local-file-manager
Claim
Enables AI clients to manage and manipulate text files in a secure local direct…
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| 32066 |
Office 365 Email MCP
Claim
Enables AI agents to send emails via Microsoft 365/Office 365 using app-only au…
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| 32067 |
solblade
Claim
AI-native Solana wallet CLI with scoped MCP server, enabling AI agents to manag…
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| 32068 |
Gmail MCP Server
Claim
Enables sending, reading, and managing Gmail emails through MCP clients like Cl…
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| 32069 |
mcp-opensearch
Claim
A read-only MCP server that enables AI assistants to search, aggregate, and exp…
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| 32070 |
AIMFP
Claim
MCP server for the AIMFP paradigm, enabling AI assistants to manage functional …
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| 32071 |
Recursive Support Agent
Claim
Query the Recursive AI support agent platform — pricing, features, capabilities…
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| 32072 |
mcp-arcgis-dc
Claim
Enables searching and querying Washington DC's open geospatial datasets (parcel…
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| 32073 |
Search and book luxury villa rentals across Europe with real-time availability …
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| 32074 |
data-cityofnewyork
Claim
Enables querying NYC Open Data datasets using natural language, with tools to s…
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| 32075 |
mcp-arcgis-fairfax
Claim
Provides access to Fairfax County open geospatial data via ArcGIS, enabling sea…
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| 32076 |
mcp-legislation-uk
Claim
An MCP server for accessing the UK's official legislation database (legislation…
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| 32077 |
mcp-sistat-si
Claim
Enables querying statistical data from the Statistical Office of the Republic o…
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| 32078 |
DomainPilot MCP Server
Claim
A Model Context Protocol server that connects AI assistants to your Domain Pilo…
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| 32079 |
mcp-frankfurter
Claim
Wraps the Frankfurter API to enable currency exchange rate queries and conversi…
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| 32080 |
Fancy Control MCP Server
Claim
MCP server for controlling PowerExchange/Fancy Control devices via HTTP. Provid…
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| 32081 |
lb-mcp-ui-proxy
Claim
An MCP proxy server that enriches Longbridge's financial API with UI-enhanced t…
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| 32082 |
MCP server for Oracle Linux OS operations, providing tools for package manageme…
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| 32083 |
mcp-arcgis-austin
Claim
Enables querying and exploring City of Austin open geospatial data (parcels, zo…
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| 32084 |
private-journal-mcp
Claim
Stores journal entries locally with semantic search using multilingual embeddin…
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| 32085 |
An MCP server that reproduces the results of Nikitin et al., 'Towards Explainab…
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| 32086 |
Language detection API for AI agents. Identify the language of any text using t…
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| 32087 |
Project Manager MCP
Claim
A comprehensive project management system with MCP support, enabling AI agents …
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| 32088 |
An MCP server for Claude Desktop that allows users to query data from selected …
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| 32089 |
playwright-browser-skill
Claim
Provides 101 browser automation operations via Playwright, including navigation…
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| 32090 |
ComputerMate
Claim
Enables AI to control a computer through mouse, keyboard, and screen capture to…
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| 32091 |
mcp-college-scorecard
Claim
College Scorecard MCP — US Department of Education College Scorecard API
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| 32092 |
theHarvester MCP Server
Claim
Enables AI assistants to perform domain reconnaissance using theHarvester OSINT…
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| 32093 |
notebooklm-mcp
Claim
An unofficial MCP server for Google NotebookLM that enables users to manage not…
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| 32094 |
mcp-blink-momory
Claim
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| 32095 |
Telegram MCP Server
Claim
Model Context Protocol server for Telegram. Let AI read, search, send, and forw…
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| 32096 |
Enables AI assistants to interact with Investec banking accounts, transactions,…
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| 32097 |
truenas-mcp
Claim
Read-only MCP server for TrueNAS SCALE 25.10+ that connects via JSON-RPC 2.0 We…
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| 32098 |
Finnhub MCP Server
Claim
Connects Claude Desktop to real-time stock market data via Finnhub API, enablin…
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| 32099 |
lawyer-mcp
Claim
Enables searching Korean court auction cases and personal case information via …
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| 32100 |
mcp-font-split
Claim
Provides font subsetting and web-font generation tools (split_font, split_font_…
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