MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 1 hour, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49901 |
FlightDB
Claim
FlightDB aggregates flight data from ADS-B Exchange, one of the largest unfilte…
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| 49902 |
UseAgents
Claim
Discover developer tools, then fetch tool-specific implementation context befor…
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| 49903 |
ts-review-graph
Claim
Enables Claude Code to query a TypeScript dependency graph and retrieve the min…
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| 49904 |
Enable seamless time tracking and reporting for Azure DevOps work items by inte…
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| 49905 |
Enables AI agents to create and manage collaborative whiteboards with sticky no…
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| 49906 |
slop-cop
Claim
Detects and fixes LLM prose patterns in text, exposing tools for auditing and i…
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| 49907 |
peak-window
Claim
Ranks the best weather windows to climb any peak worldwide, on the sharpest reg…
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| 49908 |
ida-domain-mcp
Claim
Headless MCP server for IDA Pro enabling on-demand database loading and program…
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| 49909 |
better-confluence-mcp
Claim
Syncs Confluence spaces to local files for efficient editing by coding agents, …
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| 49910 |
aws-safe-mcp
Claim
A read-only MCP server for safe, structured investigation of AWS serverless res…
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| 49911 |
findevil-agent
Claim
Enables autonomous digital forensics and incident response through 21 typed for…
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| 49912 |
A Chinese-friendly, locally running MCP server for WeChat Mini Program engineer…
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| 49913 |
Settled
Claim
Enables AI agents to query a team's decision ledger to check if past decisions …
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| 49914 |
parbaked
Claim
Scaffold invite-only Python/FastAPI apps: auth, admin dashboard, dev server, de…
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| 49915 |
Crypto MCP Server
Claim
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
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| 49916 |
TestMcpServer
Claim
Provides a wide range of tools including math, image processing, filesystem, gi…
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| 49917 |
outlook-mcp
Claim
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| 49918 |
mcp-server
Claim
Web search MCP server using Tavily API, enabling natural language queries to se…
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| 49919 |
Enables Claude to interact with Canvas LMS to manage coursework, track assignme…
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| 49920 |
article-mcp
Claim
Enables multi-source literature search, full-text retrieval, reference analysis…
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| 49921 |
mc8yp
Claim
An MCP server that gives AI agents access to the full Cumulocity API surface th…
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| 49922 |
AgentTrust
Claim
Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial…
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| 49923 |
ManyMeet
Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
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| 49924 |
mcp-datagov-au
Claim
Enables searching and retrieving Australian open government data from data.gov.…
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| 49925 |
claude-code-mcp
Claim
Wraps Claude Code as tools for MCP clients, enabling autonomous coding tasks vi…
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| 49926 |
Trailmark MCP Server
Claim
Provides a standalone MCP interface for analyzing and querying code repositorie…
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| 49927 |
other-agents
Claim
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| 49928 |
mcp-ros2-logs
Claim
Enables AI agents to analyze ROS2 log files across multiple nodes by merging th…
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| 49929 |
MCP Solana Internet
Claim
Enables direct SOL payments for content access by integrating MCP with the Sola…
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| 49930 |
aifirst
Claim
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| 49931 |
mcp-ibge-br
Claim
MCP server for accessing IBGE (Brazilian Institute of Geography and Statistics)…
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| 49932 |
agenticbudgetrouter-mcp
Claim
Agentic workflow budget approvals with usage receipts.
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| 49933 |
mcp-datagov-il
Claim
Provides access to Israel's national open data portal (data.gov.il) via CKAN AP…
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| 49934 |
agentdomain-mcp
Claim
Register and manage internet domains for AI agents via AgentDomain
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| 49935 |
Acled
Claim
ACLED MCP — Armed Conflict Location & Event Data Project
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| 49936 |
app-seo-ai
Claim
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| 49937 |
GID MCP Server
Claim
Enables AI to analyze, query, and manage a graph-based representation of softwa…
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| 49938 |
vlp-mcp-agent
Claim
MCP server for automating VLP lab VM operations, exposing VM management tools t…
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| 49939 |
tempera
Claim
Persistent episodic memory for AI coding: capture, retrieve, brief, dream cycle…
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| 49940 |
siyuan-mcp
Claim
MCP server for SiYuan Note, enabling AI tools to search, read, create, and orga…
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| 49941 |
vsfclub1
Claim
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| 49942 |
mt5-mcp-by-leo
Claim
Full MCP server for MT5: access trades, logs, compilation, etc..
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| 49943 |
LUSTAT Wages MCP Server
Claim
Provides monthly average wages data by NACE sector and education level for Luxe…
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| 49944 |
dag-planner-mcp
Claim
A durable DAG-based task planner exposed as an MCP server that lets AI orchestr…
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| 49945 |
my-mcp-server-2025_1028
Claim
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| 49946 |
m365-mcp
Claim
Enables AI assistants to manage Microsoft 365 services like Outlook, Calendar, …
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| 49947 |
Enables AI assistants to discover and invoke KakaoCloud OpenAPI endpoints for m…
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| 49948 |
Better Finder MCP
Claim
Enables intelligent file search with Git-like staging and indexing, offering se…
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| 49949 |
mcp-chinese-time
Claim
MCP server for parsing Chinese fuzzy time expressions (e.g., '昨天', '下午3点', '中秋节…
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| 49950 |
gorgias-mcp
Claim
Enables AI agents to manage Gorgias support tickets: list open tickets, read co…
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