MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 2 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49001 |
Verix API MCP Server
Claim
Enables searching Verix records, retrieving record details, and running analysi…
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| 49002 |
gdc-claude-plugin
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Enables using the GDC (gdc-service) from Claude Code/Desktop through MCP tools,…
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| 49003 |
terminal-guardian-mcp
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Provides secure, sandboxed terminal access for AI assistants via the Model Cont…
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| 49004 |
marimo-docs-mcp
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Provides access to Marimo documentation with tools to retrieve API details for …
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| 49005 |
mcp-server-duckdb
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Enables LLMs to interact with DuckDB databases through MCP tools for SQL querie…
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| 49006 |
Agent Token Budget MCP — hard per-session token + spend cap with signed budget-…
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| 49007 |
Rockhopper MCP Server
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Enables AI tools like Claude, Cursor, and Copilot to interact with your Rockhop…
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| 49008 |
OpsPilot MCP
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An MCP server exposing Kubernetes-style diagnostic tools to an LLM agent, with …
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| 49009 |
wmcp
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| 49010 |
HTTP MCP Server
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Enables AI agents to send HTTP requests to any endpoint with full control over …
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| 49011 |
EAG MCP Demo
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A FastMCP server with web search, local notes CRUD, and a generative UI dashboa…
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| 49012 |
Terminal Sessions MCP
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Interactive, persistent terminal sessions for AI assistants via Model Context P…
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| 49013 |
WLST MCP Server
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Enables management of Oracle WebLogic Server domains using WLST, including serv…
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| 49014 |
An MCP server for domain availability checks, WHOIS lookups, and domain suggest…
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| 49015 |
heygen-mcp
Claim
Exposes HeyGen's video generation API to MCP-compatible clients, enabling listi…
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| 49016 |
ToughTongue AI
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Create voice-agent scenarios, pull session analytics, place SIP calls, schedule…
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| 49017 |
scythe-context-mcp
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Local code context engine for Codex App/CLI that indexes code with SQLite/sqlit…
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| 49018 |
SmartBrowserMCP
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A Model Context Protocol server for web automation that enables browser control…
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| 49019 |
MAP (Maraventano Agent Protocol). One MCP server with three subtractive parts —…
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| 49020 |
spedas-mcp
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Unified SPEDAS-oriented MCP server for Claude Code and Codex agents, providing …
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| 49021 |
Email Verification MCP
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Verify emails — deliverability, disposable/role/free detection, MX validity, do…
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| 49022 |
skilldb-mcp
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MCP server for SkillDB that enables AI assistants to search, load, and manage A…
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| 49023 |
MCP server for querying and simulating the dispatch plan of a solar PV + batter…
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| 49024 |
Bridges Google's Gemini CLI to MCP-compatible AI assistants, enabling prompt ex…
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| 49025 |
Dify Management MCP
Claim
Enables programmatic management of a Dify instance, including datasets, apps, a…
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| 49026 |
Licensy
Claim
Real-time U.S. medical license verification across all 50 states + DC.
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| 49027 |
company-data
Claim
Read-only data on 3.9M Romanian companies: search, profiles, financials, status…
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| 49028 |
corviapp
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| 49029 |
MDAN
Claim
Multi-Agent Development Agentic Network that enables AI-driven software develop…
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| 49030 |
Super Subagents
Claim
Spawn parallel autonomous AI agent sessions from a single MCP client. Each agen…
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| 49031 |
unit-converter-mcp
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Converts units, currencies, timezones, and dates with a generous free tier of 5…
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| 49032 |
YanceLint MCP Server
Claim
Enables AI coding assistants like Claude Code to perform real-time code linting…
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| 49033 |
mathematica-mcp
Claim
Enables AI agents to run Mathematica code, control live notebooks, and verify r…
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| 49034 |
Provides a standardized interface for interacting with Ghost-Content tools and …
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| 49035 |
A template for deploying MCP servers to Cloudflare Workers without authenticati…
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| 49036 |
partiful-mcp
Claim
Enables AI agents to view Partiful events, RSVPs, hosted events, mutual connect…
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| 49037 |
genefoundry
Claim
Federates 13 gene-related MCP backends (gnomAD, GTEx, etc.) behind a single Str…
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| 49038 |
toolkit-mcp
Claim
An MCP server offering developer utilities including JSON validation, base64 en…
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| 49039 |
Relay MCP Server
Claim
Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
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| 49040 |
Text translation API for AI agents. Translate between 50+ languages with automa…
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| 49041 |
Official MCP server for the pyobfus Python obfuscator (installed from PyPI as `…
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| 49042 |
clio-mcp
Claim
MCP server for Clio Manage + Clio Grow - by Advocate Cloud Solutions.
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| 49043 |
better-notes
Claim
A personal knowledge management MCP server that enables capturing daily notes, …
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| 49044 |
Daiso MCP Server
Claim
Connects AI models to real-time search and inventory data for major South Korea…
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| 49045 |
WildberriesToolsMCP
Claim
MCP server for retrieving Wildberries product reviews and formatting them as JS…
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| 49046 |
mcp-unicode
Claim
Provides tools to inspect Unicode characters, escape/unescape strings in variou…
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| 49047 |
MCP server that enables semantic search over macroeconomic data using the Lambd…
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| 49048 |
mcp-svg-render
Claim
Renders SVG to PNG so AI agents can see the SVG they generate.
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| 49049 |
wezterm-agent-mcp
Claim
Enables orchestration of multiple AI coding agents (Claude Code, Gemini CLI, et…
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| 49050 |
@maheidem/linkedin-mcp
Claim
Integrates with Claude to enable LinkedIn post creation, profile optimization, …
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