MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 3 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55801 |
church-mcp
Claim
Provides tools to access information about religious institutions and community…
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| 55802 |
@noticed/cli
Claim
CLI and stdio MCP server for noticed. Exposes ~50 noticed agent capabilities (n…
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| 55803 |
Praesago
Claim
UK property area intelligence: validated trajectory scores, gentrification earl…
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| 55804 |
IBKR Portfolio Builder
Claim
Top-down IBKR research: 468 typed screeners tagged by strategy intent, news, ac…
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| 55805 |
CVAT MCP
Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
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| 55806 |
thryx-portfolio
Claim
Read-only MCP server for the THRYX onchain portfolio (14 contracts on Base main…
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| 55807 |
SharePoint Bridge
Claim
Controls SharePoint through natural language via Microsoft Graph API, enabling …
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| 55808 |
codex-cli-mcp
Claim
Bridges OpenAI Codex CLI to any MCP client, allowing headless Codex sessions vi…
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| 55809 |
chisel
Claim
Enables AI agents to construct, edit, and export 3D models using geometric prim…
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| 55810 |
Mathematica MCP Server
Claim
Enables MCP clients to execute Mathematica code via wolframscript and verify ma…
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| 55811 |
mitaiventurestudioshw3v2
Claim
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| 55812 |
SAP MCP Server
Claim
Enables AI assistants to securely connect with SAP ABAP and BTP services, allow…
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| 55813 |
imagebank-mcp
Claim
MCP server that allows AI coding agents to search, download, and convert stock …
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| 55814 |
MyLeadTech HVAC
Claim
HVAC MCP server — fault codes, model lookup and answers cited to the OEM manual…
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| 55815 |
Retro synth for AI assistants: sound effects, UI sounds and composed songs as W…
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| 55816 |
Tokonomix Council
Claim
Multi-model consensus: 2-6 frontier LLMs answer, an independent judge synthesis…
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| 55817 |
Local Figma MCP Server
Claim
Bridges MCP clients to Figma, enabling live canvas manipulation via a plugin We…
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| 55818 |
Enables Claude to interact with Google Workspace services including Gmail, Driv…
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| 55819 |
ssh-mcp-server-secured
Claim
A secured MCP server for safe remote server management via SSH with command fil…
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| 55820 |
Activepieces MCP
Claim
An open source toolkit that converts 280+ integrations into MCP servers for use…
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| 55821 |
Enables exploration and search of local filesystems using glob pattern matching…
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| 55822 |
boring-news-mcp
Claim
A Python MCP server for fetching and summarizing news articles from the Boring …
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| 55823 |
Immich MCP Server
Claim
Enables MCP-compatible clients to interact with an Immich photo management inst…
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| 55824 |
extend
Claim
Turn documents into structured data: parse, extract, classify, split, and fill …
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| 55825 |
TradingView MCP Server
Claim
Connects AI assistants to TradingView Desktop via Chrome DevTools Protocol for …
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| 55826 |
Blueprint MCP
Claim
An MCP server that enables AI assistants to control a real browser with your ex…
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| 55827 |
mcp-data-issy
Claim
MCP server for querying and exploring Issy-les-Moulineaux open data datasets (c…
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| 55828 |
Folosat MCP — income allocation, savings goals, group expenses and wealth track…
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| 55829 |
mcpserver
Claim
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| 55830 |
Lets you ask Claude questions about your Google Search Console data and get rea…
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| 55831 |
Frappe MCP Server
Claim
Enables AI models to securely interact with Frappe Framework/ERPNext instances,…
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| 55832 |
MCP server for Cookidoo, enabling AI tools to search recipes, manage shopping l…
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| 55833 |
email-verifier
Claim
Verify email deliverability & find business emails (single or bulk) via the Ver…
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| 55834 |
mcpolyglot
Claim
One config, one CLI that turns your databases (Postgres, MySQL, SQLite, MongoDB…
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| 55835 |
AgentOS
Claim
MCP server providing persistent memory, goal tracking, self-reflection, and bac…
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| 55836 |
Nexus MCP Server
Claim
Enables AI assistants to interact with Nexus projects, allowing management of p…
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| 55837 |
Goodeye
Claim
Design, save, and run outcome-aligned AI workflows and verifiers, with reliable…
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| 55838 |
Deskbrid
Claim
Linux desktop HAL for AI agents. One daemon, one socket, every desktop action. …
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| 55839 |
mcp-fish
Claim
MCP server exposing the AceDataCloud Fish Audio API (text-to-speech with voice …
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| 55840 |
gramps-ez-mcp
Claim
Enables natural language queries about family tree data from a Gramps genealogy…
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| 55841 |
MCP keyword search
Claim
A Model Context Protocol server that enables keyword search within files, retur…
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| 55842 |
WoW Armory MCP Server
Claim
Enables AI assistants to look up World of Warcraft character information and re…
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| 55843 |
test
Claim
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| 55844 |
sequential-thinking
Claim
Enables dynamic and reflective problem-solving through a structured thinking pr…
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| 55845 |
mcp-media-toolkit
Claim
Generates AI images using Google Gemini and uploads them to S3-compatible stora…
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| 55846 |
MCP-Airflow-API
Claim
Enables natural language management of Apache Airflow workflows, including DAG …
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| 55847 |
agent-notify
Claim
Enables AI agents and applications to send audio notifications with text-to-spe…
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| 55848 |
nsforge-mcp
Claim
Enables creation of new mathematical formulas through symbolic derivation, veri…
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| 55849 |
pdf-reporter-mcp
Claim
MCP server for rendering Mermaid diagrams to SVG and converting Markdown with c…
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| 55850 |
VLayer
Claim
HIPAA compliance scanner for healthcare software. Automatically detect PHI expo…
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