MCP Server Quality Scores
Independent quality analysis of 59221 public MCP servers
Last updated 1 hour, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59101 |
GovPing
Claim
[Free regulatory intelligence](https://govping.org) for AI agents. Search 27,00…
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| 59102 |
Enables AI agents to query free biomedical and pharmaceutical APIs for clinical…
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| 59103 |
Market Data MCP Server
Claim
Enables fetching market and options data including OHLCV prices, option chains,…
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| 59104 |
remnawave-mcp-server
Claim
MCP server for Remnawave panel API. Manage VPN users, nodes, hosts, and system …
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| 59105 |
Smithsonian MCP Server
Claim
Enables searching and exploring millions of items from the Smithsonian Institut…
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| 59106 |
Programmatic Tableau workbook (.twb/.twbx) generation � 47 MCP tools for charts…
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| 59107 |
Enables basic arithmetic operations (add, subtract, multiply, divide, modulo) v…
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| 59108 |
Landlord
Claim
An MCP server that orchestrates parallel Claude agent sessions by decomposing n…
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| 59109 |
solidtime-mcp-server
Claim
MCP server for SolidTime — the open-source time tracking app. Enables start/sto…
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| 59110 |
A proof-of-concept implementation that enables Amazon Bedrock AgentCore to inte…
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| 59111 |
PostgreSQL MCP Server
Claim
Exposes PostgreSQL database operations as tools for AI assistants, allowing SQL…
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| 59112 |
ecl_mcp
Claim
Provides AI agents with access to the European Commission's Component Library d…
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| 59113 |
API Locker
Claim
Encrypted credential vault with a 21-tool MCP server. Store and manage LLM API …
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| 59114 |
EV-recall transport compliance — ADR Class 9 (UN3480/3481/3536/3556/3557/3558),…
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| 59115 |
seracade
Claim
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
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| 59116 |
Log, evaluate, and ground AI decisions against authority context. Returns PASS,…
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| 59117 |
Postal address validation API for AI agents. Parse and validate addresses world…
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| 59118 |
OntoRamp Graph Query
Claim
Architecture-grounded query for AI agents. Governance constraints, system depen…
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| 59119 |
The Cracks Index
Claim
Read-only MCP server for The Cracks Index: ranks countries and regions on socia…
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| 59120 |
freshrelease
Claim
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| 59121 |
Enables programmatic access to Meta Ads data and management features, including…
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| 59122 |
Enables AI systems to interact with Atlassian Bitbucket Server/Data Center for …
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| 59123 |
DevFlow MCP Server
Claim
MCP server that integrates DevFlow with AI code assistants to enforce structure…
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| 59124 |
plausible-mcp-server
Claim
MCP server for Plausible Analytics — privacy-friendly web analytics. 12 tools f…
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| 59125 |
Search Console Analytics
Claim
Analyze Google Search Console performance with rich dimensions, advanced filter…
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| 59126 |
Ybe Check
Claim
Ybe Check – security and compliance orchestrator for AI-generated repositories.
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| 59127 |
appstore-connect-mcp
Claim
Enables automated management of iOS apps, builds, TestFlight beta testing, and …
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| 59128 |
xbird
Claim
Twitter/X MCP server — 30 tools with x402 micropayments. Runs locally from your…
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| 59129 |
tracepiishield-mcp
Claim
PII scanning and redaction receipts for LLM traces and tool payloads.
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| 59130 |
Brandcode MCP
Claim
Make your brand machine-readable. Extract identity from any website into tokens…
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| 59131 |
Capacities MCP Worker
Claim
A Cloudflare Worker that wraps the Capacities API as a remote MCP server, enabl…
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| 59132 |
Greetings & Utilities
Claim
Greet people in multiple languages and perform quick math. Generate images from…
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| 59133 |
AdvocateMCP
Claim
MCP layer for local businesses: discover, query, book, and transact with verifi…
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| 59134 |
Cybersecurity-MCP-Server
Claim
Cybersecurity reconnaissance server for Claude. WHOIS lookup, DNS enumeration w…
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| 59135 |
Hermes Squad
Claim
Multi-agent AI orchestrator that runs parallel coding agents in isolated sessio…
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| 59136 |
mem0-mcp-toggle
Claim
A local Mem0 MCP server for macOS with a menu bar toggle, storing memories loca…
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| 59137 |
drafts-mcp-server
Claim
Enables AI assistants to manage drafts, tags, workspaces, and actions in the Dr…
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| 59138 |
Sandwich Care Circle
Claim
Authenticated MCP for a user's care circle: read CareEvents, list loved ones, i…
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| 59139 |
DevReview MCP Server
Claim
An AI-assisted code review tool that connects to a Supabase backend, enabling a…
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| 59140 |
Aptos Blockchain Server
Claim
Enable AI assistants to interact with the Aptos blockchain testnet by managing …
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| 59141 |
SeldomMaster
Claim
A collection of MCP tools for cybersecurity threat intelligence and local netwo…
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| 59142 |
mcp
Claim
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
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| 59143 |
@retailerapi/mcp
Claim
Enables AI agents to access Walmart product data including lookups, price histo…
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| 59144 |
CronGrid
Claim
This MCP server enables LLMs to POST, GET, and DELETE cron jobs that schedule e…
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| 59145 |
AI-powered code indexer with semantic search and knowledge graphs
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| 59146 |
mail-index
Claim
Local-first, read-only MCP server for recall over your Gmail: search, contacts,…
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| 59147 |
mcp-discord-bridge
Claim
Discord MCP server with 46 tools for channels, messages, forums, webhooks, memb…
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| 59148 |
sonsuchup-mcp
Claim
MCP server for Sonsuchup web tool that allows AI assistants to manage mystery c…
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| 59149 |
Media-Editor-MCP
Claim
Provides MCP servers for AI-driven video editing. Enables offline editing of Ca…
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| 59150 |
Decodo MCP Server
Claim
Enable your AI agents to scrape and parse web content dynamically, including ge…
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