MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43801 |
rawtherapee-mcp-server
Claim
Enables AI-assisted RAW photo development via RawTherapee CLI, with a visual fe…
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| 43802 |
ContextCache MCP
Claim
A local MCP server that indexes TypeScript/JavaScript projects and returns budg…
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| 43803 |
Openprovider MCP Server
Claim
MCP server for Openprovider.com that enables domain management actions such as …
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| 43804 |
provenonce
Claim
Cryptographic identity, SIGIL naming, heartbeat, and passports for AI agents.
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| 43805 |
Guardrails MCP Server
Claim
Enables AI agents to integrate with Guardrails to check user values, make align…
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| 43806 |
nutanix-mcp
Claim
MCP server for Nutanix Prism Central v4 REST API, enabling AI agents to list an…
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| 43807 |
PackZoo
Claim
Compare parcel and letter delivery prices across 60+ carriers in 27 European co…
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| 43808 |
@bdelanghe/site-mcp
Claim
A local, read-only MCP server that exposes verified profile, posts, corpus, and…
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| 43809 |
Hercules MCP
Claim
Enables AI agents to perform professional penetration testing through a contain…
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| 43810 |
An MCP server that enables AI assistants to interact with Amazon Connect contac…
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| 43811 |
SponsorFinder MCP Server
Claim
Checks whether a company holds a UK or Netherlands work-visa sponsorship licenc…
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| 43812 |
Video Screenshot MCP
Claim
Enables extracting screenshots from video files at specific timestamps or inter…
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| 43813 |
LLM Python Code Sandbox
Claim
Enables LLMs to execute Python code in isolated sandboxes with file operations …
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| 43814 |
Bitbucket MCP Server
Claim
An MCP server that provides tools for interacting with the Bitbucket API, suppo…
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| 43815 |
giphy-mcp-server
Claim
Provides tools to search, get trending, random, and translate GIFs using the Gi…
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| 43816 |
regulationsgov-mcp
Claim
Enables interaction with the Regulations.gov API to search federal rulemaking d…
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| 43817 |
Elementor MCP
Claim
An MCP server that lets AI agents design complete websites and generate import-…
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| 43818 |
Shared Workspace MCP
Claim
Local-first memory, pipelines, learning, feedback, and safe code tools for AI c…
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| 43819 |
safe4
Claim
Tests an AI agent's purchase against the task it was given. Paid per call in US…
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| 43820 |
spicelib-mcp
Claim
A thin MCP server that wraps spicelib for circuit simulation. Exposes tools for…
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| 43821 |
chimerax-mcp-plus
Claim
MCP server for controlling UCSF ChimeraX molecular visualization software, enab…
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| 43822 |
chron
Claim
A timestamped audit trail for every AI conversation — stored locally, owned by …
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| 43823 |
swiss-knife
Claim
Provides MCP tools for common developer operations like file outlining, git com…
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| 43824 |
roshan-harf-mcp
Claim
A self-hostable MCP server for Roshan AI's Persian speech service, Harf, enabli…
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| 43825 |
narajangteo-prespec
Claim
MCP server that wraps the Korean government's '나라장터 사전규격정보서비스' API, enabling na…
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| 43826 |
sql-explorer-mcp
Claim
Read-only MCP server for SQL databases (SQL Server, Postgres, SQLite) with mult…
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| 43827 |
avengers-squad
Claim
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| 43828 |
heuresis
Claim
Read & write your Heuresis idea graph and run TRIZ/C-K/ASIT operators from your…
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| 43829 |
Jobless MCP
Claim
Personalized job search inside Claude. Get ranked job matches based on your act…
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| 43830 |
Provides comprehensive baseball analytics through 32 tools covering pitching, b…
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| 43831 |
IBKR MCP Server
Claim
Provides an MCP server for Interactive Brokers trading operations, managing an …
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| 43832 |
BingX MCP Server
Claim
Enables LLM agents to access BingX cryptocurrency exchange market data and exec…
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| 43833 |
token-optimizer
Claim
Reduce LLM API costs via semantic caching, prompt compression, model routing an…
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| 43834 |
bitrix24-mcp
Claim
MCP server that connects Claude to Bitrix24 — CRM, tasks, disk, calendar, chat,…
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| 43835 |
MCP server for Upwork job discovery, client analysis, and proposal assistance
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| 43836 |
gpal
Claim
An MCP server that gives your IDE or agent access to Google Gemini with autonom…
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| 43837 |
json2video MCP Server
Claim
Enables programmatic video generation via the json2video API, supporting scene …
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| 43838 |
sex
Claim
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| 43839 |
Automates month-end close reconciliation tasks including bank statement matchin…
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| 43840 |
sendfox-mcp
Claim
A remote MCP server template deployable on Cloudflare Workers without authentic…
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| 43841 |
StockQuotes MCP
Claim
Provides real-time stock quotes, historical data, and stock search via Yahoo Fi…
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| 43842 |
Discogs MCP Server
Claim
Enables finding the best-sounding pressing of an album and mood- and taste-base…
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| 43843 |
secure-harness-mcp
Claim
Verify-and-repair secure-coding harness that generates, hardens, audits, and sc…
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| 43844 |
Enables AI assistants to analyze OpenReplay session recordings for user behavio…
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| 43845 |
zoom-summaries
Claim
Enables users to fetch Zoom meeting summaries and write them into matching Obsi…
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| 43846 |
selectel-mcp
Claim
An MCP server that gives an AI agent controlled access to a Selectel cloud acco…
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| 43847 |
WHOOP MCP Server
Claim
Enables querying WHOOP biometric data (recovery, strain, sleep, workouts, heart…
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| 43848 |
icloud-mcp
Claim
MCP server for iCloud integration, enabling management of calendars (CalDAV), c…
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| 43849 |
cloudflare-mcp
Claim
A high-performance MCP server providing AI assistants with read-only access to …
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| 43850 |
Article-published
Claim
MCP server that connects AI clients to a browser extension for extracting artic…
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