MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 4 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39801 |
prometheus-mcp-server
Claim
Enables interacting with Prometheus through MCP for querying metrics, series, a…
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| 39802 |
ghcli-mcp-connector
Claim
MCP server for the GitHub CLI (gh). Read-only by default; single Go binary.
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| 39803 |
Motion MCP Server
Claim
This MCP server bridges Motion's API with LLMs like Claude and ChatGPT via the …
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| 39804 |
ProofStream MCP Server
Claim
Enables AI agents to dispatch human verifiers for physical world tasks like pro…
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| 39805 |
warp-drive-mcp
Claim
MCP server that exposes WarpDrive and EmberData docs as tools, enabling assista…
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| 39806 |
elm-mcp v2
Claim
A federated MCP server that combines IBM's engineering-ai-hub tools with its ow…
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| 39807 |
42Crunch MCP Server
Claim
Enables AI assistants to interact with the 42Crunch API security platform to se…
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| 39808 |
Enables Cursor on your laptop to connect to an MCP server on EC2 via SSE/HTTPS …
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| 39809 |
Project Oracle
Claim
A stateful MCP server that remembers what your AI agent has already seen.
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| 39810 |
Provides access to USPTO enriched citation and office action citation APIs with…
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| 39811 |
KG Memory
Claim
An MCP server that implements a heavily typed knowledge graph memory system wit…
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| 39812 |
A deployable MCP server on Cloudflare Workers that allows you to create custom …
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| 39813 |
daily-hot-mcp
Claim
MCP server for fetching daily hot lists from 30+ sources with built-in caching …
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| 39814 |
AIGEN Protocol
Claim
MCP/REST endpoints for token safety scans, honeypot checks, ecosystem stats, an…
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| 39815 |
pantrist-mcp
Claim
Manage your pantry, shopping lists, recipes, and weekly meal plan with Pantrist…
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| 39816 |
thoughts
Claim
An MCP server that provides read access to your cloud storage providers, bank a…
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| 39817 |
EPANET MCP Server
Claim
MCP server for EPANET water-distribution network simulation and scenario analys…
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| 39818 |
lorem-ipsum-ai-mcp
Claim
lorem-ipsum-ai-mcp MCP server by MEOK AI Labs
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| 39819 |
url-ai-mcp
Claim
Url Ai MCP server. Tools: parse url, shorten url data, check url safety. Built …
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| 39820 |
Enables high-quality AI image generation using MiniMax (Hailuo AI) text-to-imag…
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| 39821 |
email-verify
Claim
Enables real-time email verification via MCP tools, checking syntax, MX, dispos…
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| 39822 |
outline-mcp-server
Claim
Integrates Outline Wiki with AI assistants like Claude Desktop, enabling search…
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| 39823 |
finance-data-mcp
Claim
Unified financial data access for US, A-share, HK stocks, and FX rates with aut…
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| 39824 |
cli
Claim
Push To Display MCP server send structured content to selected boards on iOS an…
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| 39825 |
Capacities MCP Worker
Claim
A Cloudflare Worker that wraps the Capacities API as a remote MCP server, enabl…
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| 39826 |
yandex-mail-mcp
Claim
MCP server for Yandex Mail that enables reading, searching, sending, and managi…
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| 39827 |
Streamable Demo
Claim
Provide a simple notes system with capabilities to create, list, and summarize …
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| 39828 |
MCP WebResearch
Claim
An AI-ready MCP server that performs intelligent web searches using SearxNG and…
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| 39829 |
MCP server for the Obsidian CLI with controlled profiles for governed read-only…
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| 39830 |
Transforms messy commit histories into clean, secure repositories by scanning f…
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| 39831 |
wellulu-insight
Claim
Enables automatic saving of insights from Claude conversations as GitHub Issues…
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| 39832 |
concordance
Claim
Deterministic claim verification with receipts across ~60 domains. No model in …
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| 39833 |
Fetches YouTube video transcripts with timestamps and provides them to LLM agen…
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| 39834 |
mcp
Claim
The grounded data layer for any LLM: governed SQL, metrics, lineage and catalog…
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| 39835 |
CVE search, vulnerability database, EPSS exploit prediction, KEV, IP reputation…
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| 39836 |
balmas-mcp
Claim
Agents read cleaned copies of your files: PII replaced with local consistent to…
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| 39837 |
discord-mcp
Claim
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| 39838 |
Assay MCP Server
Claim
Enables Claude Desktop to search, retrieve summaries, and explore documents fro…
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| 39839 |
Full-Stack MCP Server
Claim
Provides 8 specialized AI agents (Frontend, Backend, Database, API, DevOps, Tes…
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| 39840 |
Polymarket MCP Server
Claim
Enables AI agents to interact with the Polymarket prediction market platform to…
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| 39841 |
QiuChi
Claim
A production-grade MCP server framework with plugin system, middleware pipeline…
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| 39842 |
UK Break Clause Analyzer
Claim
Assess UK lease tenant break clauses with grounded citations and a measured hal…
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| 39843 |
opengrok-mcp
Claim
Enables LLMs to query OpenGrok for source code searches, including definitions,…
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| 39844 |
Mavis MCP Server
Claim
Exposes the Mavis multi-agent system as an MCP server, enabling Claude Code and…
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| 39845 |
vorim-mcp-server
Claim
AI agent identity, permissions, trust scores, and tamper-evident audit trails v…
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| 39846 |
Claude Memory MCP
Claim
Persistent, searchable per-project memory for Claude Code using DuckDB and vect…
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| 39847 |
MCP Server
Claim
Node.js MCP server for ChatGPT with OAuth 2.0 authorization code flow + PKCE, r…
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| 39848 |
sfskills-mcp
Claim
Provides live-org context for AI assistants with tools to search skills, agents…
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| 39849 |
openai-agents-mcp
Claim
MCP server that bridges OpenAI's Agents SDK with Claude Code, enabling web sear…
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| 39850 |
Provides a modular MCP server to integrate with IBM Data Intelligence services,…
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