MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41851 |
Validates legal citations against the CourtListener database to detect hallucin…
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| 41852 |
mcp-serverman
Claim
Enables LLMs to manage MCP server configurations, including listing, enabling, …
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| 41853 |
navigravity
Claim
An intelligent MCP server that enables AI agents to act as sophisticated music …
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| 41854 |
zatca-mcp
Claim
An AI-native MCP server for Saudi e-invoicing that generates ZATCA-compliant in…
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| 41855 |
Trello MCP Server
Claim
Enables interaction with Trello boards, lists, and cards. Supports creating, up…
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| 41856 |
XcodeBuildMCP
Claim
XcodeBuildMCP provides tools for Xcode project management, simulator management…
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| 41857 |
ontario-data-mcp
Claim
An MCP server for discovering, downloading, querying, and analyzing datasets fr…
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| 41858 |
@langapi/mcp-server
Claim
MCP server for AI-powered translation management in i18n projects, enabling aut…
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| 41859 |
mcp-gouv-fr
Claim
MCP server for exploring French public open data via APIs like data.gouv.fr, ge…
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| 41860 |
groq-compound-mcp-server
Claim
Enables interaction with Groq models, including compound models, through tools …
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| 41861 |
McpDeepResearch
Claim
An MCP server that enables academic research by searching Google Scholar, fetch…
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| 41862 |
ryogena-pubmed-mcp
Claim
Exposes NCBI PubMed as MCP tools for searching literature, fetching abstracts, …
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| 41863 |
Provides local image analysis tools using Pillow for dimensions, colors, metada…
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| 41864 |
luogu-mcp-server
Claim
A read-only MCP server for discovering and fetching Luogu problems, training se…
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| 41865 |
osidb-mcp
Claim
MCP server for OSIDB (Red Hat Product Security's vulnerability management syste…
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| 41866 |
MCP Traits Matcher
Claim
A personality analysis server that creates persons with traits, adds descriptio…
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| 41867 |
flexberry-markitdown-mcp
Claim
MCP server for converting various file formats (PDF, DOCX, images, audio, etc.)…
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| 41868 |
bim-change-engine
Claim
Provides a change-intelligence layer for BIM models, enabling diff analysis of …
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| 41869 |
Transforms messy commit histories into clean, secure repositories by scanning f…
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| 41870 |
Connects MCP clients like Claude Desktop and GitHub Copilot to Omada Identity G…
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| 41871 |
appwrite-console-mcp
Claim
Provides root access to all Appwrite projects, enabling management of projects,…
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| 41872 |
filewash
Claim
Privacy-first file tools for AI agents, enabling operations like PDF merge/spli…
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| 41873 |
screen-memory-mcp
Claim
Enables Claude to remember and search everything that appeared on your screen u…
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| 41874 |
openapi-mcp
Claim
Automatically generates MCP server tools from OpenAPI specifications, enabling …
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| 41875 |
TravelChecker
Claim
Enables multi-modal travel planning for India, aggregating flights, trains, bus…
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| 41876 |
docs-rag-mcp
Claim
Searches local markdown files using TF-IDF retrieval and serves full documents …
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| 41877 |
MCP server for managing Navisworks viewpoint XML files, enabling sorting, audit…
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| 41878 |
imap-2-mcp
Claim
Enables AI clients to search IMAP mailboxes with live access and a full-text in…
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| 41879 |
tuskr-mcp
Claim
MCP server for Tuskr test management that allows browsing, searching, reading, …
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| 41880 |
xhs-mcp
Claim
A lightweight MCP server that provides read-only access to Xiaohongshu (Little …
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| 41881 |
Celo MCP Server
Claim
Provides comprehensive access to Celo blockchain data, token operations, NFT ma…
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| 41882 |
commune-mcp
Claim
Give Claude (or any MCP client) a real email inbox and SMS. Your AI agent can r…
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| 41883 |
Agent Context Bridge
Claim
A local-first bridge for moving useful context between coding agents, indexing …
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| 41884 |
siteone-mcp-server
Claim
Enables SEO auditing and site analysis by crawling websites, identifying issues…
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| 41885 |
Enables WordPress content management (posts, metadata, taxonomies, Gutenberg bl…
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| 41886 |
biliscribe
Claim
Extracts and formats Bilibili video content into structured text, optimized for…
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| 41887 |
A decoupled, stateful MCP server and HTTP REST Gateway styled as a Banking Cred…
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| 41888 |
pilot-shell
Claim
How real engineers run Claude Code: spec-driven planning, enforced TDD, persist…
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| 41889 |
embedded-gdb-mcp
Claim
Enables GDB debugging for embedded development workflows, allowing users to sta…
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| 41890 |
Accordo
Claim
A YAML-driven workflow guidance MCP server that enables AI coding agents to fol…
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| 41891 |
remoet
Claim
Remoet turns job search into a curated agent workflow. Connect Claude, Cursor, …
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| 41892 |
noapi-google-search-mcp
Claim
An MCP server that gives local LLMs access to Google search, live feeds, YouTub…
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| 41893 |
llamacpp-mcp
Claim
An MCP server for running local LLMs using llama-cpp-python, with built-in tool…
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| 41894 |
ClickHouse MCP Agent
Claim
Enables querying ClickHouse databases using natural language with AI models, su…
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| 41895 |
researchSync
Claim
Enables retrieval of arXiv paper metadata and storage in a Notion database, all…
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| 41896 |
citation-finder-ai-mcp
Claim
citation-finder-ai-mcp MCP server by MEOK AI Labs
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| 41897 |
build_club_mcp
Claim
MCP server with example tools for arithmetic and greeting, designed for deploym…
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| 41898 |
A governed MCP server for Saudi open data sources (SAMA, stats.gov.sa, Ministry…
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| 41899 |
tokensStudioMCP
Claim
MCP server that reads Tokens Studio design tokens from Figma and makes them ava…
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| 41900 |
MCP Scheduler
Claim
A robust task scheduler server for scheduling and managing various types of aut…
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