MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44851 |
sentiment-analyzer
Claim
Provides a hello and echo tool for basic interaction.
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| 44852 |
featherless
Claim
Enables interaction with FHIR R4 healthcare data through SHARP-on-MCP tools, in…
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| 44853 |
Browser MCP Server
Claim
Enables AI agents to understand web page structure and content through structur…
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| 44854 |
google-workspace-mcp
Claim
A unified MCP server for Google Workspace APIs providing tools for Chat, Gmail,…
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| 44855 |
shelfwatch
Claim
Enables automated weekly meal planning and grocery price comparison across Swed…
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| 44856 |
Pubtator MCP Server
Claim
Provides an async Python server for interacting with the PubTator3 API, exposin…
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| 44857 |
Fitbit MCP
Claim
Local-first MCP server that connects AI agents to your Fitbit activity, sleep, …
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| 44858 |
FatihAI MCP Server
Claim
A free MCP server providing 13 tools for email verification, domain intelligenc…
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| 44859 |
astrovisor-mcp
Claim
Enables interaction with the AstroVisor API through MCP, automatically synced t…
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| 44860 |
C64 Debug MCP
Claim
Enables AI-powered control and debugging of Commodore 64 programs via the VICE …
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| 44861 |
luogu-mcp-server
Claim
A read-only MCP server for discovering and fetching Luogu problems, training se…
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| 44862 |
bilibili-subtitle-fetch
Claim
A Bilibili subtitle fetching MCP server that supports various input formats (BV…
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| 44863 |
ExamPrepAgent
Claim
An MCP server that provides tools to search for study questions and answers fro…
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| 44864 |
DDG MCP2
Claim
A basic MCP server template built with FastMCP framework that provides example …
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| 44865 |
A self-hosted MCP server that gives LLMs intelligent, semantic access to your c…
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| 44866 |
Feather Code MCP Server
Claim
A GitHub integration for Claude Desktop that provides access to GitHub features…
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| 44867 |
else_when
Claim
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| 44868 |
Harness MCP Server
Claim
An MCP server that gives AI agents full access to the Harness.io platform throu…
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| 44869 |
server-memory
Claim
A local-first MCP server for durable agent memory using SQLite and FTS5, enabli…
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| 44870 |
utol-mcp
Claim
Enables users to interact with the University of Tokyo's UTOL learning manageme…
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| 44871 |
aijewelleryMCP
Claim
Enables ChatGPT to invoke tools and render widgets via the Model Context Protoc…
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| 44872 |
DorkFiMCP
Claim
Enables interaction with the DorkFi lending protocol on Voi and Algorand, suppo…
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| 44873 |
elastic-mcp
Claim
A Model Context Protocol server for Elasticsearch, enabling search, index inspe…
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| 44874 |
discord-mcp
Claim
Comprehensive Discord server management through MCP, enabling channel, role, pe…
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| 44875 |
video-editor-mcp
Claim
An MCP server that provides video editing tools via ffmpeg, enabling tasks like…
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| 44876 |
codex-antigravity-bridge
Claim
Enables MCP-compatible clients like Codex to delegate tasks to the Antigravity …
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| 44877 |
taiwan-isbn-mcp
Claim
A MCP server for querying Taiwan ISBN book data, supporting search by title, au…
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| 44878 |
thaibulksms
Claim
MCP server for ThaiBulkSMS and ThaiBulkMail APIs, enabling SMS, email, credit c…
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| 44879 |
RMV MCP Server
Claim
A simple MCP server to call RMV APIs for nearby stations and departure boards.
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| 44880 |
Todoist MCP Server
Claim
A proof-of-concept MCP server that interacts with Todoist using OAuth-based aut…
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| 44881 |
DB Insights MCP Server
Claim
Enables AI assistants to query SQL databases safely with read-only access, allo…
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| 44882 |
MCP Authentication Demo
Claim
A template for building MCP servers with optional per-tool authentication using…
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| 44883 |
opportunity-mcp
Claim
Enables AI assistants to search and filter youth opportunities such as scholars…
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| 44884 |
Semantic Memory MCP
Claim
Enables AI agents to store, search, and recall semantic memories with three mem…
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| 44885 |
PDD Shopping MCP
Claim
Enables searching, normalizing, and signal-analyzing products on Pinduoduo, wit…
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| 44886 |
focalboard-mcp
Claim
Enables MCP clients to read and manage boards, cards, comments, checklists, and…
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| 44887 |
Gyeongguk
Claim
Enables Korean legal document processing, case analysis, and consultation using…
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| 44888 |
Provides fast, self-hosted web search and reliable web scraping using SearXNG a…
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| 44889 |
yagames-mcp
Claim
MCP server for Yandex Games that enables searching the catalog, managing game d…
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| 44890 |
sabit-mcp
Claim
Enables AI agents to verify email addresses through a multi-signal probabilisti…
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| 44891 |
MCP X++ Server
Claim
Enables D365 F\&O development including object creation, modification, deletion…
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| 44892 |
astroway-mcp
Claim
Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation…
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| 44893 |
skill-router
Claim
A lazy router for Claude Code skills that exposes a library of skills through s…
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| 44894 |
Renderly MCP
Claim
Enables AI agents to capture clean web screenshots and extract main article con…
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| 44895 |
framer-mcp
Claim
Enables programmatic interaction with Framer canvas via a local MCP server and …
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| 44896 |
Enables semantic search over TwinCAT 3 documentation using natural language que…
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| 44897 |
Bug Bounty MCP Server
Claim
Provides Claude Code with access to a comprehensive bug bounty knowledge base i…
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| 44898 |
vcf-mcp-sddc-vc
Claim
Enables natural language interaction with VMware SDDC Manager and vCenter APIs …
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| 44899 |
altic-mcp
Claim
A macOS automation MCP server providing 40+ tools for controlling Messages, Con…
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| 44900 |
Partglyph MCP Gateway
Claim
Deterministic industrial parts replacement engine with official catalogs and ex…
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