MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41551 |
FastSpring MCP Server
Claim
Enables interaction with FastSpring e-commerce platform for managing orders, su…
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| 41552 |
Enables AI assistants to read Confluence Cloud pages as markdown, browse page t…
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| 41553 |
sec-netexec-mcp
Claim
An MCP server that enables AI assistants to execute NetExec network penetration…
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| 41554 |
Give your AI persistent, structured memory and let humans see it too. It stores…
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| 41555 |
Bridges IBM Operational Decision Manager with AI assistants, enabling decisions…
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| 41556 |
mifactory-logic-verifier
Claim
Verify AI agent reasoning and logic for errors and contradictions. Pay-per-use.
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| 41557 |
EU Platform Workers Directive (2024/2831) compliance — employment-status presum…
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| 41558 |
Jira MCP Server
Claim
Provides read-only issue and project management tools for Jira Server/DC, enabl…
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| 41559 |
zerodrive-mcp-server
Claim
A Model Context Protocol (MCP) server for ZeroDrive file management. It enables…
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| 41560 |
OSM-GeoJSON-MCP-Server
Claim
Enables querying OpenStreetMap data (buildings, roads, amenities, etc.) via Ove…
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| 41561 |
Gmail MCP Server
Claim
Enables interaction with Gmail through 11 tools for email management, including…
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| 41562 |
CCR
Claim
CCR gives MCP-capable AI agents persistent project memory, strategy playbooks, …
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| 41563 |
dnsdoctor
Claim
An MCP server that checks SPF, DKIM, DMARC, and MX records for a domain, return…
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| 41564 |
mcp-poisonguard
Claim
MCP PoisonGuard protects AI agents from tool description poisoning attacks by s…
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| 41565 |
claude.design-mcp
Claim
Drives the real Claude Design web app from your editor or agent, enabling creat…
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| 41566 |
tectonic plates
Claim
Write whole barbell programmes, not just workouts: weeks, progressions, ramps, …
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| 41567 |
Korely Memory
Claim
Memory for AI agents that knows what is still true. Typed bi-temporal facts, EU…
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| 41568 |
igvf-portal-mcp
Claim
Enables AI agents to search, filter, download files, and generate reports from …
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| 41569 |
mt5-mcp
Claim
A local-first MCP server that bridges AI coding agents with MetaTrader 5 for in…
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| 41570 |
remote-mcp
Claim
Agent-first real-time messaging over MCP: self-provision channels, publish, his…
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| 41571 |
gta_mcp
Claim
Enables GTA Online money making with live tools for weekly bonuses, business tr…
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| 41572 |
NinjaOne MCP Server
Claim
MCP server providing 75 tools for querying devices, managing alerts, running sc…
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| 41573 |
Narrator MCP
Claim
Captures screenshots, analyzes changes with Gemini, generates humorous narratio…
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| 41574 |
gmail-mcp-local
Claim
Local-first Gmail MCP server using PKCE + loopback OAuth flow that stores refre…
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| 41575 |
fallstore-mcp
Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
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| 41576 |
xctools-mcp-server
Claim
Provides structured access to Xcode development tools including xcrun, xcodebui…
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| 41577 |
Chai-1 MCP Server
Claim
Enables protein structure prediction using the Chai-1 model via Docker, with to…
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| 41578 |
calhacks-2
Claim
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| 41579 |
hyre-mcp
Claim
Provides 13 Solana DeFi intelligence tools for AI agents, paid per-call via mic…
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| 41580 |
nats-channel-mcp
Claim
Bridges NATS pub/sub into Claude Code sessions, enabling agents to receive and …
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| 41581 |
freshrelease
Claim
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| 41582 |
openinterp-mcp
Claim
MCP server for mechanistic interpretability research, enabling agents to drive …
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| 41583 |
DealHub MCP server for admins. Manage versions and users with 7 tools via Claud…
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| 41584 |
Generate high-quality images from text prompts using Leonardo AI's advanced mod…
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| 41585 |
Git Commit MCP Server
Claim
Enables AI assistants to create conventional Git commits, update changelogs, an…
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| 41586 |
mcp-data-nola
Claim
Provides access to New Orleans open data (data.nola.gov) through the Socrata SO…
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| 41587 |
repack-logs-mcp
Claim
An MCP server for tailing Re.Pack/Rspack dev server logs. Enables AI assistants…
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| 41588 |
lixversion-mcp
Claim
A paid remote MCP for Lix, built to return verdicts, receipts, usage logs, and …
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| 41589 |
mcp-wikijs-mv
Claim
MCP server for Wiki.js with full GraphQL API coverage, fine-grained permissions…
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| 41590 |
cwe-search_mcp
Claim
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
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| 41591 |
gareev-app-mcp
Claim
AI-powered MCP server for managing a Supabase Upload App, enabling blog posts, …
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| 41592 |
base-batch-send-mcp
Claim
Enables AI agents to batch-send ETH or ERC-20 tokens to multiple recipients in …
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| 41593 |
codebase-mcp
Claim
Enables AI agents to semantically search and navigate code repositories using n…
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| 41594 |
Unique identifier generation API for AI agents. Generate UUID v4 (random), UUID…
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| 41595 |
mcp_123
Claim
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| 41596 |
aspen-mcp
Claim
Enables natural language control of Aspen Plus for chemical process simulation,…
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| 41597 |
Victron VRM MCP Server
Claim
Read-only MCP server integrating with the Victron VRM API to monitor solar syst…
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| 41598 |
filesystem-ops
Claim
MCP server for performing filesystem operations, enabling file management and m…
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| 41599 |
wartegonline-mcp-ts
Claim
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| 41600 |
Redis Graph MCP Server
Claim
Enables LLMs and AI agents to query a biomedical knowledge graph stored in Redi…
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