MCP Server Quality Scores
Independent quality analysis of 61340 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31001 |
Twitter/X scraping API for AI agents. Scrape public profiles (bio, stats, verif…
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| 31002 |
Flagship aquaculture crosswalk — one evidence pack satisfies ASC + RSPCA Assure…
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| 31003 |
Ghost Browser MCP
Claim
Undetectable browser automation server for MCP-compatible AI agents, offering 2…
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| 31004 |
MCP PostgreSQL
Claim
A read-only MCP server for PostgreSQL that enables safe database introspection …
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| 31005 |
logiwa-mcp-server
Claim
An MCP server for the Logiwa IO (WMS) API that lets MCP clients work with wareh…
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| 31006 |
Salaah MCP
Claim
A service for calculating Islamic prayer times, Qiblah direction, and moon visi…
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| 31007 |
Alpaca MCP Server
Claim
An MCP server implementation for Alpaca's Trading API that enables LLMs to inte…
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| 31008 |
codeglance-mcp
Claim
Analyzes GitHub repositories using Gemini AI and generates comprehensive docume…
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| 31009 |
Enables PDF manipulation including text, images, annotations, form fields, page…
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| 31010 |
camoufox-jsreverser-mcp
Claim
A JavaScript reverse engineering MCP server for Firefox with stealth capabiliti…
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| 31011 |
ServiceTitan MCP Server
Claim
Connects Claude to ServiceTitan via API, providing 60 tools across CRM, Jobs, A…
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| 31012 |
Fastmail MCP Server
Claim
A Model Context Protocol (MCP) server that provides access to the Fastmail API,…
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| 31013 |
mcp-tfl-journey
Claim
Provides real-time Transport for London journey data, including routes, alerts,…
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| 31014 |
omnifocus-mcp
Claim
Gives MCP-compatible AI assistants full, typed access to OmniFocus on macOS, en…
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| 31015 |
hookray-mcp
Claim
Enables AI agents to create disposable webhook URLs, capture incoming HTTP requ…
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| 31016 |
mistral-ai-mcp
Claim
MCP server for Mistral AI providing OCR, TTS, and STT capabilities via Voxtral.
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| 31017 |
mcp-openalex
Claim
MCP server for the OpenAlex scholarly database, providing AI agents with tools …
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| 31018 |
Sigil
Claim
Programmatic-advertising supply verification: ads.txt, schain, ATAP receipts, c…
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| 31019 |
SharePoint MCP Server
Claim
Enables access to SharePoint Online data via Microsoft Graph API, allowing list…
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| 31020 |
COPT-MCP
Claim
Enables AI assistants to access COPT solver documentation, example code, and ci…
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| 31021 |
A production-ready MCP server template that connects LLMs and AI agents to exte…
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| 31022 |
ProjectMind MCP
Claim
Gives AI coding assistants persistent project memory and semantic code search, …
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| 31023 |
HWPX Document Server
Claim
Enables reading, editing, and creating Korean HWPX documents through python-hwp…
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| 31024 |
Gonka Network Pricing
Claim
Compare LLM inference costs vs OpenAI/Anthropic/DeepSeek. Gonka is up to 6800x …
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| 31025 |
api-changelog-tracker
Claim
Cloudflare Workers MCP server: api-changelog-tracker
|
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| 31026 |
@kula-ai/mcp-server
Claim
MCP server enabling AI assistants to connect to Kula recruiting API for managin…
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| 31027 |
Freelo MCP Server
Claim
MCP server for Freelo project management API, enabling task and project managem…
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| 31028 |
SYD MCP Server
Claim
Enables querying batch status, traceability, and compliance through natural lan…
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| 31029 |
Refactoring MCP
Claim
Exposes structured prompt generation tools for refactoring protocol and governa…
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| 31030 |
ldap-mcp
Claim
MCP server for read-only LDAP directory operations, enabling search, entry retr…
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| 31031 |
Waalaxy MCP Server
Claim
Enables users to manage Waalaxy LinkedIn automation campaigns through MCP tools…
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| 31032 |
Enables Gmail, Google Calendar, and Google Drive access through the Model Conte…
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| 31033 |
TMDB MCP Server
Claim
Integrates with The Movie Database (TMDB) API to provide movie information, sea…
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| 31034 |
Next Role
Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
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| 31035 |
mpc-legifrance
Claim
MCP server covering French law via the PISTE platform:
62 tools wrapping the fu…
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| 31036 |
mcp-da-vinci
Claim
Exposes the DaVinci Resolve scripting API to LLMs, enabling inspection, media i…
|
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| 31037 |
Oura Ring Connect
Claim
Connect your Oura Ring account for secure access to your data. Generate an auth…
|
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| 31038 |
Kirha Crypto
Claim
Connect your LLM to real-time crypto data.
Track Ethereum wallet portfolios and…
|
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| 31039 |
mle_kit_mcp
Claim
Provides ML engineering tools including local/remote bash, text editor, file se…
|
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| 31040 |
teams-mcp
Claim
Enables AI assistants to interact with Microsoft Teams, users, chats, files, an…
|
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| 31041 |
soulcraft-mcp
Claim
Analyze any company's identity. Get a Soul Score, dimension scores, a soul.md, …
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| 31042 |
vercel-mcp
Claim
Enables interaction with Vercel API to manage deployments, domains, projects, a…
|
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| 31043 |
MCP server for Skolverket's open APIs - Curriculum, School Units, and Adult Edu…
|
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| 31044 |
A Model Context Protocol server that provides 29 Git operations and advanced wo…
|
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| 31045 |
Enables coding agents to coordinate edits, reviews, and escalations without fil…
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| 31046 |
Narrator MCP
Claim
Captures screenshots, analyzes changes with Gemini, generates humorous narratio…
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| 31047 |
context7-mcp
Claim
Find the right library and instantly fetch current documentation for it. Get co…
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| 31048 |
Enables AI agents to query structured knowledge across enterprise domains (lega…
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| 31049 |
NumPy Computation Server
Claim
Perform advanced numerical computations and array manipulations using NumPy thr…
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| 31050 |
hittad
Claim
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