MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29601 |
Enables interaction with Braze customer engagement platform through a standardi…
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| 29602 |
CHAI pentest tool
Claim
Cyber Host Artificial Intelligence (C.H.A.I)
An autonomous penetration testing…
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| 29603 |
AdmitBase Admissions
Claim
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, op…
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| 29604 |
rosetta
Claim
MCP server that provides AI assistants with searchable access to MikroTik Route…
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| 29605 |
mcp-dm8-server
Claim
Provides table structure browsing and read-only query capabilities for DM8 data…
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| 29606 |
sparkbites
Claim
Search 500+ curated design websites and install DESIGN.md files directly from y…
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| 29607 |
claude-for-abap
Claim
MCP server giving Claude (and any MCP-compatible client) live access to SAP sys…
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| 29608 |
Bruin
Claim
MCP server for AI agents to read, write, and organize notes in a local-first, h…
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| 29609 |
Rouse Context
Claim
Turn your Android phone into an MCP server. AI assistants connect on demand, qu…
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| 29610 |
eml-mcp
Claim
MCP server for managing email archives as .eml files, synced with OneDrive, ena…
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| 29611 |
An MCP server that enables interaction with SailPoint IdentityNow and Identity …
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| 29612 |
AI-powered text and URL summarization API for AI agents. Extract key points fro…
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| 29613 |
workflows-mcp-server
Claim
Store, query, and create YAML workflow playbooks for LLM agents.
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| 29614 |
creatordb-mcp-server
Claim
Exposes the CreatorDB V3 API as 42 tools for creator search, profile data, spon…
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| 29615 |
polymarket-mcp
Claim
AI-agent ready FastMCP server for Polymarket market discovery, wallet analytics…
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| 29616 |
mcp-nasa-power
Claim
MCP server for NASA POWER climate data, offering a climatology tool to retrieve…
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| 29617 |
nordic-data
Claim
Global B2B intelligence for AI agents: 35M+ companies, 1.6M sanctions, KYB pack…
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| 29618 |
codex-pets
Claim
Companion Gallery for Codex: public read-only registry for Codex-compatible ani…
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| 29619 |
graphdb
Claim
Indexes Ruby on Rails codebases into a queryable graph of associations, routes,…
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| 29620 |
Harvests React components from Aceternity UI and Shadcn UI, fetching code and m…
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| 29621 |
ZimAgent
Claim
Enables offline CRUD and semantic search on Wikipedia ZIM archives via MCP tool…
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| 29622 |
cchub
Claim
CCHub - Claude Code 生态管理平台 | Claude Code Ecosystem Management Platform (MCP, Sk…
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| 29623 |
seo-scanner
Claim
Scan any website for SEO issues directly from Claude, Cursor, or any MCP client…
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| 29624 |
mcp-medusa
Claim
Exposes Medusa anime automation tools for adding anime and querying seasonal an…
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| 29625 |
MCP Inventory
Claim
Enables CRUD and analytical operations on a SQLite inventory database, includin…
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| 29626 |
Shellgate
Claim
A secure gateway that lets AI agents interact with APIs and SSH servers via sco…
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| 29627 |
tickiti-mcp
Claim
An MCP server that exposes the Tickiti helpdesk API to AI assistants, enabling …
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| 29628 |
tinkoff-wealth-mcp
Claim
Enables personal AI-driven portfolio analysis and management for Tinkoff Invest…
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| 29629 |
RepoMemory
Claim
A project intelligence platform for AI coding agents that scans, audits, genera…
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| 29630 |
Nexus Memory
Claim
Nexus Memory gives every MCP-compatible agent one persistent, self-hosted share…
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| 29631 |
A Model Context Protocol server that lets any AI assistant query the full text …
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| 29632 |
mcp
Claim
Credential broker that signs your AI agent up to SaaS dev tools, within a signe…
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| 29633 |
Fresh Jots
Claim
Read and write your Fresh Jots notes from Claude, Cursor, and any MCP client.
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| 29634 |
filevine-mcp
Claim
Open-source MCP server connecting Claude to Filevine practice management. Built…
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| 29635 |
Enables AI assistants to inspect employee access, list failed onboarding events…
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| 29636 |
KPA
Claim
Provides an MCP server for programmatic reading, authoring, editing, designing,…
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| 29637 |
Logly MCP server
Claim
Query your Logly web analytics — traffic, breakdowns, funnels, real-time visito…
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| 29638 |
Workflow
Claim
Create, browse, remix, collaborate on, and run durable AI workflow nodes from M…
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| 29639 |
OpenAI Image Generator
Claim
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
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| 29640 |
dex-mcp
Claim
Debug and inspection tooling for Roblox projects, exposed as an MCP server so a…
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| 29641 |
CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and P…
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| 29642 |
Enables creating and sharing Fellow Aiden brew profiles as brew.link URLs throu…
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| 29643 |
A safety layer and monitoring copilot for AI agents using Splunk MCP, recording…
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| 29644 |
MCP Server Metasearch
Claim
A unified MCP server aggregating 15 web search and extraction tools across 5 pr…
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| 29645 |
codex-master-mcp
Claim
A local MCP server that controls two Codex CLI agent instances via tmux, enabli…
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| 29646 |
UniFi Network MCP Server
Claim
Exposes the UniFi Network Integration API as MCP tools, dynamically loaded from…
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| 29647 |
filesystem-mcp-server
Claim
Enables file system operations (read, write, list, search, watch, batch process…
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| 29648 |
LinkMeta MCP
Claim
Extract URL metadata (Open Graph, Twitter Cards, JSON-LD) from any URL
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| 29649 |
280+ free developer & security tools as MCP tools — encoders/decoders, hashes (…
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| 29650 |
ScopePilot MCP
Claim
A safe and bounded AI-agent security testing framework that enables authorized …
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