MCP Server Quality Scores
Independent quality analysis of 43365 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42951 |
GitLab MCP Server
Claim
HTTP-based MCP server for GitLab API, enabling project management, issue tracki…
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| 42952 |
analytics-mcp
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| 42953 |
mcp-server
Claim
stories.yaml — an open specification for software requirements, enforced by CI.
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| 42954 |
drainbrain-mcp-server
Claim
Tools:
- scan_token - Scan a single token for rug pull risk, honeypot status,…
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| 42955 |
tmux-bridge-mcp
Claim
Enables AI agents to communicate and coordinate across tmux panes, allowing the…
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| 42956 |
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
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| 42957 |
Enable seamless integration of Notion data with your LLM applications by exposi…
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| 42958 |
ecommerce-mcp
Claim
Enables AI to view and manage e-commerce data such as products, orders, and cou…
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| 42959 |
hibae-admin
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| 42960 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 42961 |
MCP Manager
Claim
Self-hosted MCP proxy and aggregation platform. Register multiple upstream MCP …
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| 42962 |
Xcode MCP Server
Claim
A server that acts as a bridge between Claude and local Xcode projects, enablin…
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| 42963 |
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
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| 42964 |
smithery-mcp-server
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| 42965 |
google-health-mcp
Claim
Privacy-first unofficial Google Health API v4 MCP server for health, sleep, act…
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| 42966 |
zeroidagent-mcp
Claim
A paid remote MCP for ZeroID, built to return verdicts, receipts, usage logs, a…
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| 42967 |
nordic-data
Claim
Company, KYB, VAT, sanctions, LEI and address data for 15 EU countries.
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| 42968 |
isk-hub
Claim
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| 42969 |
Say Hello
Claim
Greet people by name to add a friendly touch to interactions. Personalize welco…
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| 42970 |
cyclesite-mcp-server
Claim
Search, value, sell, and trust-check used bikes on Cyclesite — UK's used-bicycl…
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| 42971 |
tvr-mcp-server
Claim
Cryptocurrency fundamental analysis tools via MCP. Enables users and AI agents …
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| 42972 |
datos.gob.do-MCP-server
Claim
MCP server for datos.gob.do — Dominican Republic open government data (CKAN 2.1…
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| 42973 |
ComparEdge
Claim
Verified pricing, alternatives, and comparisons for 495+ SaaS and AI tools.
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| 42974 |
mcp-server-tibet
Claim
TIBET provenance tracking for AI decisions. Cryptographic audit trails with ERI…
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| 42975 |
mcp-victoriametrics
Claim
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| 42976 |
Rift Links
Claim
Rift is the agentic deep linking platform, one URL works two ways: humans get r…
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| 42977 |
Remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, a…
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| 42978 |
advanced-reason-mcp
Claim
Enables advanced reasoning and reflection using the Gemini API and OpenRouter m…
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| 42979 |
CC Explorer MCP Server
Claim
Enables AI assistants to query the Canton Network blockchain explorer through t…
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| 42980 |
echolon
Claim
A Python backtest framework for futures research, designed from the start to be…
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| 42981 |
Google Tasks MCP Server
Claim
A Model Context Protocol server that enables AI assistants to manage Google Tas…
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| 42982 |
our
Claim
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| 42983 |
contextplus
Claim
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server de…
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| 42984 |
ds-mcp-server
Claim
Test prompts by instantly reflecting your message back. Validate formatting and…
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| 42985 |
Enables AI agents to interact with tasks, spaces, lists, and folders across mul…
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| 42986 |
hw3-nanda
Claim
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| 42987 |
The Cracks Index
Claim
Read-only MCP server for The Cracks Index: ranks countries and regions on socia…
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| 42988 |
An MCP server that provides web development tools including taking screenshots …
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| 42989 |
x402station
Claim
Preflight by [x402station.io](https://x402station.io) — infrastructure for x402…
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| 42990 |
test1
Claim
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| 42991 |
Enzyme
Claim
Semantic search and pattern discovery for Obsidian and markdown vaults.
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| 42992 |
ragalgo-v2
Claim
Get scored, end-of-day insights for Korean stocks and crypto to cut noise and i…
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| 42993 |
Boolsai Signals
Claim
Quant-research MCP — tradeable signals from public-company website stack change…
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| 42994 |
Transpile Rust code to POSIX-compliant shell scripts with formal correctness gu…
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| 42995 |
Distill MCP
Claim
MCP bridge for Distill — let Claude, Cursor, or any MCP client rename files bas…
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| 42996 |
pgx-mcp
Claim
Enables real-time pharmacogenomics analysis, including variant clinical signifi…
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| 42997 |
Avalanche MCP Tools
Claim
Enables natural language interaction with the Avalanche blockchain through AI a…
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| 42998 |
Loom Advisor
Claim
Provides tools to list, retrieve, edit, and merge Loom screen recordings.
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| 42999 |
mailx-tools
Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
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| 43000 |
sec-edgar-mcp
Claim
Access SEC EDGAR financial data through your AI assistant. Search public compan…
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