MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45801 |
EmbeDocs-MCP
Claim
Enables AI assistants to access up-to-date documentation by indexing GitHub rep…
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| 45802 |
codemagic_mcp
Claim
MCP server for the Codemagic CI/CD API, enabling app management, build operatio…
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| 45803 |
Terraform MCP Server
Claim
Enables generating, validating, planning, and applying Terraform configurations…
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| 45804 |
Demonstrates elicitations for collecting structured user input interactively ac…
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| 45805 |
VK Ads MCP
Claim
MCP server for VK Ads API: manage ad plans, ad groups, banners, and statistics.
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| 45806 |
gemini-cli-mcp
Claim
MCP server for Google's Gemini CLI with OAuth, enabling use of Gemini through C…
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| 45807 |
Refactor MCP
Claim
A Model Context Protocol (MCP) server for automated refactoring of Java and Typ…
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| 45808 |
Enables interaction with a restaurant FastAPI backend for menu management, orde…
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| 45809 |
Base dos Dados MCP
Claim
This MCP server provides AI-optimized access to Brazil's largest open data plat…
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| 45810 |
tca-mcp-server
Claim
Enables starting code analysis and obtaining code analysis reports via the MCP …
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| 45811 |
Malaysia LHDN MyInvois: AI agents submit, query and cancel e-invoices, stateles…
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| 45812 |
Provides AI agents with direct access to FileMaker databases through the FileMa…
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| 45813 |
fema-mcp-server
Claim
Query FEMA disaster declarations, public assistance grants, housing aid, and NF…
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| 45814 |
k8s-dev-mcp
Claim
Provides AI assistants with tools to access Kubernetes enhancement proposals (K…
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| 45815 |
commitment-tracker-mcp
Claim
Tracks commitments (promises made in conversations) and provides tools to add, …
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| 45816 |
fungenerators
Claim
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| 45817 |
Enables comprehensive search and analysis of Claude Code conversation history u…
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| 45818 |
Geocoding
Claim
Forward and reverse geocoding, place search, and distance via OpenStreetMap Nom…
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| 45819 |
mindvault-mcp
Claim
A privacy-first MCP server that converts messy multi-turn conversations into st…
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| 45820 |
Integrates OpenShift LightSpeed with Claude Code to provide AI-powered OpenShif…
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| 45821 |
Normalized GitHub-CLI bridge for Claude Code — 89 ops, 6 families incl. federat…
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| 45822 |
mcp_linux_ssh
Claim
Enables running commands over SSH on remote Linux hosts, with logging and stand…
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| 45823 |
npm-docs-server
Claim
Fetches metadata and README documentation for NPM packages, with local caching …
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| 45824 |
zombie-killer
Claim
Scans bank statements for zombie subscriptions and drafts cancellation, renegot…
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| 45825 |
brain-operator-mcp
Claim
A TypeScript MCP server that lets ChatGPT and other MCP clients read and safely…
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| 45826 |
jarbobo
Claim
Enables LLMs to draw interactive diagrams (architecture, sequence, class) insid…
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| 45827 |
An MCP server for autonomous quantum computing research that searches arXiv, in…
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| 45828 |
tibet-ipoll-mcp
Claim
MCP server for AI-to-AI messaging on the AInternet with TIBET provenance. Enabl…
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| 45829 |
devkits
Claim
12 local developer tools: JSON, Base64, JWT, regex, hash, UUID, Markdown, diff,…
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| 45830 |
mcp-ns-railways
Claim
MCP server for querying Dutch railway data via the NS API, with planned tools f…
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| 45831 |
Sociality MCP
Claim
Social media analytics, post insights, and competitor benchmarking for AI agent…
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| 45832 |
DocsHub MCP Server
Claim
An MCP server that provides AI clients with access to developer documentation v…
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| 45833 |
ShippingRates MCP
Claim
Ocean container shipping intelligence for AI agents. 24 MCP tools covering:
- …
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| 45834 |
Agent-facing PDF API: merge, split, rotate, compress, images, metadata, text, a…
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| 45835 |
allai
Claim
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| 45836 |
Cvent MCP Server
Claim
Enables management of Cvent events, registrations, attendees, sessions, contact…
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| 45837 |
browser-connect-mcp
Claim
Enables AI assistants to connect to browser DevTools and backend debuggers for …
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| 45838 |
mcp-unifi
Claim
An MCP server for self-hosted UniFi gateway management, providing tools for dev…
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| 45839 |
EnConvert
Claim
Unified web ingestion for AI agents: perceive, discover, search, extract, inges…
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| 45840 |
deepfake-detector-mcp
Claim
AI-powered deepfake detector MCP server for agents. Supports detect deepfake, a…
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| 45841 |
Compresses AI chat sessions into a typed knowledge graph. Local/offline via Oll…
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| 45842 |
BlueAgent x402 Services
Claim
Pay-per-use AI security and research tools for autonomous agents on Base, enabl…
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| 45843 |
Kingbase MCP Server
Claim
A Cursor-integrated MCP server for Kingbase (人大金仓) databases, enabling schema q…
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| 45844 |
tg-id-mcp
Claim
MCP server for Telegram user/chat lookup with datacenter detection and account …
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| 45845 |
arcgis-linncounty
Claim
Enables querying Linn County, Iowa open geospatial data (parcels, addresses, zo…
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| 45846 |
bc-code-intelligence-mcp
Claim
Provides AI-powered assistance for Microsoft Business Central (BC) development,…
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| 45847 |
Enables AI assistants to create isolated Kubernetes Pod sessions for real-time …
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| 45848 |
USDA NASS MCP Server
Claim
Enables access to USDA NASS agricultural statistics data through natural langua…
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| 45849 |
DAG Studio MCP
Claim
Causal DAG analysis: backdoor paths, adjustment sets, bias simulation. Validate…
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| 45850 |
legal-document-ai-mcp
Claim
legal-document-ai-mcp MCP server by MEOK AI Labs
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