MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34651 |
base-gas-mcp
Claim
Enables agents to fetch live Base mainnet gas prices by paying $0.001 USDC per …
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| 34652 |
webdev-mcp
Claim
Provides web development tools including taking screenshots and listing screens…
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| 34653 |
bookmark-mcp
Claim
A bookmark management MCP server that enables saving, searching, and managing b…
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| 34654 |
vigil-fraud-alert
Claim
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| 34655 |
Owlyn MCP
Claim
Time-aware work sessions for AI agents.
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| 34656 |
mcp-me
Claim
Transforms professional data (CV, projects) into MCP tools for LLMs to query, l…
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| 34657 |
mcp-server
Claim
Your team's knowledge, always in context. SOPs, coding standards, and workflows…
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| 34658 |
ableton-and-max-mcp
Claim
Enables Claude AI to control Ableton Live and Max for Live, allowing music prod…
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| 34659 |
disclos-eu-ai-act
Claim
Lets AI assistants classify an AI system under the EU AI Act, returning risk ti…
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| 34660 |
product-spec-mcp
Claim
Prevents premature AI coding by transforming vague product ideas into structure…
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| 34661 |
mcp-rentcast
Claim
Wraps the Rentcast API to provide real estate data access for AI agents through…
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| 34662 |
mcp-toolkit-hub
Claim
MCP hub server that aggregates tools from multiple domain packages into a singl…
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| 34663 |
gliana-mcp-remote
Claim
Hosted MCP server for browsing the GlianaAI model catalog with zero setup, prov…
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| 34664 |
telegram-mcp
Claim
Enables LLMs to send notifications and receive responses via Telegram.
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| 34665 |
mem.ai MCP Server
Claim
Enables AI assistants to interact with mem.ai memory through a standardized int…
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| 34666 |
Firefly III MCP Server
Claim
Enables interaction with Firefly III personal finance tools through natural lan…
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| 34667 |
Real-time salary data, job market trends, resume review, interview prep, and ca…
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| 34668 |
gesetzessuche
Claim
MCP server for accessing and searching German federal law documents from gesetz…
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| 34669 |
Provides tools for RAG-based financial document retrieval, financial calculatio…
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| 34670 |
mcp-coco
Claim
Bridges OpenClaw and Hermes Agent, enabling multi-turn conversations, messaging…
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| 34671 |
near-contract
Claim
Enables Claude to interact with NEAR smart contracts: read state, call view met…
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| 34672 |
effect-mcp
Claim
A Model Context Protocol server that provides real-time access to Effect ecosys…
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| 34673 |
teams-mcp-server
Claim
Enables AI assistants to manage Microsoft Teams through the Graph API, includin…
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| 34674 |
mcp-cybersec-watchdog
Claim
Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST …
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| 34675 |
enlace_connector
Claim
Deploy Python functions as authenticated MCP connectors for Claude.ai and other…
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| 34676 |
ftp-mcp
Claim
An enterprise-grade MCP server for FTP and SFTP operations optimized for AI cod…
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| 34677 |
uniprot-link
Claim
An MCP server that grounds protein research in the UniProt SPARQL endpoint, pro…
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| 34678 |
MCP Unix Socket Server
Claim
A persistent server using Unix sockets that provides file operations and real-t…
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| 34679 |
karabiner-mcp
Claim
MCP server for managing Karabiner-Elements keyboard remapping rules on macOS, e…
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| 34680 |
workspace-alberta
Claim
Canadian procurement intelligence: CanadaBuys and Alberta tenders, ranked for y…
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| 34681 |
Verify academic citations against real databases. Catches hallucinated referenc…
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| 34682 |
OpenSafari
Claim
An MCP server for headless mobile QA automation that controls real Safari, Flut…
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| 34683 |
flight-fares
Claim
Cheapest observed fare, 6-month low and best departure date for a city pair.
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| 34684 |
PTT MCP Server
Claim
Enables AI clients to log in and interact with the PTT bulletin board system vi…
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| 34685 |
Relay
Claim
Cross-chain bridge and swap quotes, fee estimation, and transaction tracking vi…
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| 34686 |
gocreative-wedge-mcp
Claim
OFAC/PEP sanctions screening, KYB, company & people enrichment tools for AI age…
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| 34687 |
assets-store-mcp
Claim
MCP server for managing personal assets (images, files) in Vercel Blob storage,…
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| 34688 |
COMPRASAL MCP
Claim
Enables querying El Salvador's public procurement data via the COMPRASAL API, i…
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| 34689 |
token-meter
Claim
Local-first dashboard + MCP server for Claude Code and Codex token usage. Cost,…
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| 34690 |
MCP Repo Mapper
Claim
Deterministic repository structure mapping for onboarding agents.
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| 34691 |
seocli
Claim
Enables AI agents to crawl and audit websites for SEO issues, returning structu…
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| 34692 |
apollo-mcp-server
Claim
Enables large language models to query and operate on Apollo Configuration Cent…
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| 34693 |
snow-mcp-gateway
Claim
A local gateway that exposes ServiceNow REST APIs as MCP tools, enabling natura…
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| 34694 |
CRAG-MCP
Claim
A Model Context Protocol server that builds and queries a config-aware code gra…
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| 34695 |
Trakt MCP Server
Claim
Enables MCP-compatible AI agents to interact with Trakt.tv, including search, m…
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| 34696 |
odoo-mcp
Claim
Connects AI assistants to Odoo 19.0, enabling full CRUD operations and method c…
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| 34697 |
visualtorch-mcp
Claim
Renders PyTorch neural network architecture diagrams using VisualTorch, support…
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| 34698 |
Aza MCP
Claim
Enables AI assistants to buy airtime and data, check wallet balance, list data …
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| 34699 |
Folio
Claim
A privacy-first, zero-cost AI assistant that lets you chat with your documents …
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| 34700 |
Hello
Claim
Greet anyone with a friendly, personalized hello. Create quick salutations for …
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