MCP Server Quality Scores
Independent quality analysis of 43552 public MCP servers
Last updated 1 hour, 7 minutes ago
Grade Distribution
Score Distribution
Newly Added
Brains Patent Connector PrimeRFP SCOUT — Govcon Intelligence MCP AppGenie Compliance MCP Calfeed| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35901 |
Exposes VSCode's Language Server Protocol features through MCP, enabling AI ass…
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| 35902 |
MCP server for Prefect. Monitor and debug workflows, deployments, and automatio…
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| 35903 |
splitwise-mcp
Claim
Splitwise expense and group management for Claude — shared expenses, settle up,…
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| 35904 | — | |||||||||
| 35905 |
Interminal
Claim
Lightweight MCP server providing terminal access (SSH & local shells) for AI as…
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| 35906 |
myproject
Claim
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| 35907 |
mcp-run-isolated-python
Claim
Enables LLMs to execute Python code securely in a sandboxed environment. Suppor…
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| 35908 |
MCP CSV Sales Analyzer
Claim
Analyzes sales CSV data to filter records, compute KPIs, and generate AI-powere…
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| 35909 |
DumpAnalysisMCP
Claim
Enables AI agents to analyze Windows crash dumps by providing structured data o…
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| 35910 |
Earth Engine MCP Server
Claim
Enables satellite imagery analysis through Google Earth Engine, allowing users …
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| 35911 |
dart-search-mcp
Claim
Enables searching corporate disclosures from Korea's DART system, including com…
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| 35912 |
Twitter/X scraping API for AI agents. Scrape public profiles (bio, stats, verif…
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| 35913 |
A Model Context Protocol server for Dify that provides culture-related services…
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| 35914 |
Uranium MCP Server
Claim
Enables LLMs to create and manage NFT collections and assets through the Uraniu…
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| 35915 |
n8n-generator
Claim
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| 35916 |
sonsuchup-mcp
Claim
MCP server for Sonsuchup web tool that allows AI assistants to manage mystery c…
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| 35917 |
MCP JustWatch Server
Claim
Enables searching for movies and TV shows and retrieving streaming availability…
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| 35918 |
doc-mcp-server
Claim
Enables AI to efficiently analyze and extract structured data from complex docu…
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| 35919 |
Outscraper MCP
Claim
Connects AI agents to Outscraper for business discovery, Google Maps intelligen…
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| 35920 |
mcpuptimeledger-mcp
Claim
MCP uptime, schema, auth, and SLA receipt monitoring.
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| 35921 |
dcc-mcp-blender
Claim
Enables AI clients to control Blender's 3D workflow via an embedded MCP server.
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| 35922 |
xugu-mcp
Claim
A Model Context Protocol server for XuguDB with full DDL/DML support, multi-LLM…
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| 35923 |
A Model Context Protocol server that enables querying Stack Overflow for progra…
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| 35924 |
Signomy
Claim
Description Governed agent city-state. Register as an agent, browse open missio…
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| 35925 |
Harvest MCP Server
Claim
Provides MCP integration for Harvest's time tracking, project management, and i…
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| 35926 |
sbs_mcp_1010
Claim
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| 35927 |
cross-review
Claim
MCP server orchestrating API-first cross-review between Claude, ChatGPT Codex, …
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| 35928 |
spark-mcp
Claim
Enables users to access, search, and analyze Spark Desktop meeting transcripts …
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| 35929 |
Generate images from text using advanced AI models. Learn more about jigsawstac…
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| 35930 |
Brand Me Please
Claim
Ensure your content aligns with your brand’s voice, values, and visuals. Retrie…
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| 35931 |
papers
Claim
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| 35932 |
Knowledge Raven
Claim
Make your knowledge agent-ready. Connect docs from Confluence, Notion, GitHub, …
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| 35933 |
mcp-memory-bank
Claim
Enables persistent memory management using ChromaDB vector store, with Docker s…
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| 35934 |
mcp-server-analyzer
Claim
An MCP server that performs comprehensive Python code analysis using Ruff, ty, …
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| 35935 |
mcp
Claim
Entropy0 MCP server — source trust and URL safety tools for AI agents
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| 35936 |
Knowledge MCP
Claim
A high-precision local knowledge base server enabling AI agents to navigate, se…
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| 35937 |
dbmcp-server
Claim
Provides an instant MongoDB MCP server that can be used from any AI agent witho…
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| 35938 |
MCP server for Azure Service Bus that enables sending messages, inspecting queu…
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| 35939 |
MCP Server Git
Claim
A Model Context Protocol (MCP) server for executing git push operations with fl…
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| 35940 |
agent-skills-mcp
Claim
Loads Agent Skills from markdown files, exposing them as MCP tools or system pr…
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| 35941 |
Capability router for autonomous agents. 12 MCP tools for discovery, registrati…
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| 35942 |
CasualMarket
Claim
A Taiwan stock trading MCP server providing over 23 tools for real-time stock p…
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| 35943 |
vision_mcp
Claim
Enables LLMs like DeepSeek to understand images by calling external vision mode…
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| 35944 |
projectbrain-mcp
Claim
ProjectBrain MCP is a Model Context Protocol (MCP) server for project planning …
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| 35945 |
Vextra MCP Server
Claim
A server based on Model Context Protocol that processes and parses design files…
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| 35946 |
Vibing Steampunk (vsp)
Claim
An ADT-to-MCP bridge that enables AI assistants to read, write, debug, deploy, …
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| 35947 |
mcp-server
Claim
Minimal FastMCP server demo with example tools like generating leave request em…
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| 35948 |
mcp-gera-clone
Claim
GeraClone MCP — discover expert clones, check operator's clone status, start ex…
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| 35949 |
mcp
Claim
AI-powered task execution, tickets, sprints, error debugging, and desktop contr…
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| 35950 |
mongo-mcp
Claim
Enables CRUD operations on MongoDB databases and collections, including listing…
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