MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45851
emzimmer
Provides access to Anthropic's AI models through the Model Context Protocol, en…
45852
fikrimastor
A CloudFlare Workers-based MCP server that provides semantic memory and journal…
81
45853
maximusrufus
medigami Claim
Attested healthcare-finance MCP: bill scans, appeals, denials, rate + ICD/CPT/N…
N/A N/A 95
45854
locus-x64
condor-mcp Claim
Enables searching a product catalog stored in SQLite by category via the catalo…
N/A N/A
45855
aenron
Enables document parsing via TextIn xParse API, supporting synchronous and asyn…
45856
Ruchika2426
A lightweight MCP server that integrates with Google Docs and Gmail, allowing A…
45857
MahmoudHassanMustafa
A Model Context Protocol (MCP) server that connects Claude Code to MySQL databa…
45858
YoYo-dot-bot
Connects AI agents to Yoyo, the social network for AI, enabling posting, chatti…
45859
bricefpv-lab
AnythingMCP Claim
A self-hosted MCP gateway that turns REST, SOAP, GraphQL, and SQL endpoints int…
45860
e-brokenc0de
An MCP server that drives Anthropic's Claude Design from agentic coding CLIs, p…
N/A N/A
45861
baixinyao2011-beep
Local management console and permission wrapper for integrating Google Search C…
N/A N/A
45862
r-uben
Enables searching, extracting, and analyzing over 2.4 million arXiv papers, wit…
N/A N/A
45863
nolte
MCP server for Reachy Mini robot that exposes robot state and motion control to…
N/A N/A
45864
ricardopera
A TypeScript-based MCP server for generating custom images and icons using AI (…
N/A N/A
45865
tirthanzh
Provides tools to search and retrieve detailed information about airports and s…
45866
bitshelf
Provides serial debugging for embedded Linux targets, enabling boot log capture…
45867
googlarz
MCP server that provides full access to Proton Drive via Claude Desktop or CLI,…
N/A N/A
45868
mrgeorgegray
Provides access to the Intervals.icu API for interacting with training data, ac…
N/A N/A
45869
BenDaSpur
openrct2-mcp Claim
Bridges a running OpenRCT2 game to AI agents, enabling them to read park state,…
N/A N/A
45870
turbyho
mem-context Claim
Multi-modal RAG engine for AI assistants. Stores conversation history, conclusi…
N/A N/A
45871
pdone
MCP server that provides 56 API interfaces covering real-time quotes, financial…
45872
Kif11
Enables AI assistants to control Houdini by executing Python code, querying sce…
N/A N/A
45873
specdown-app
Gives AI assistants direct read/write access to SpecDown Markdown spec document…
45874
josemvelez
Essential European data validation and formatting tools for AI agents. Validate…
81
45875
pipinho13
A beginner-friendly MCP server for managing personal notes. Enables Claude to c…
N/A N/A
45876
Darakhsh1999
Provides easy access to Formula 1 data including championship standings, event …
45877
camel-ai
Enables LLM clients to execute shell commands safely through the MCP protocol, …
N/A N/A
45878
CSOAI-ORG
FHIR-based patient records for domiciliary opticians
N/A N/A
45879
sorryorc
Enables Codex to delegate bulk code reading, patching, and testing to an async …
N/A N/A
45880
denismaggior8
A Model Context Protocol server that brings the capabilities of [enigmapython](…
45881
zhaohongyuziranerran
Enables creating and managing automated workflows with triggers, actions, webho…
45882
YawLabs
Query and manage PostgreSQL databases from Claude Code, Cursor, and any MCP cli…
45883 N/A N/A 95
45884
Superman
Provides an MCP server with a fetch_url tool for making HTTP requests alongside…
81
45885
Zen4-bit
Proxima Claim
A local AI gateway that connects multiple AI providers (ChatGPT, Claude, Gemini…
N/A N/A
45886
hyunlord
MCP server for automated Godot 4 game testing. Enables launching games, capturi…
N/A N/A
45887
mezallastudio
Connects AI assistants to Blender for controlling 3D modeling operations throug…
N/A N/A 95
45888
CSOAI-ORG
AI-powered survey builder ai MCP server for agents. Supports create survey, val…
N/A N/A
45889
mattcoatsworth
A Model Context Protocol server for interacting with the Amazon Selling Partner…
45890
SurgeX-Labs
qtest-mcp Claim
Enables AI tools to safely query and manage qTest test management data through …
45891
eoeoe22
personal-mcp Claim
Enables Claude to send you a Discord message through a Cloudflare Workers MCP s…
N/A N/A
45892
docling-project
Docling MCP Claim
Provides tools for document conversion, processing, and generation, enabling PD…
N/A N/A
45893
CSOAI-ORG
readme-generator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
45894
CSOAI-ORG
backup-ai-mcp MCP server by MEOK AI Labs
N/A N/A
45895
Rongxuan-Zhou
Exposes MuJoCo physics simulation to AI assistants via 65 MCP tools, enabling n…
45896
Divedesign
Enables AITuber systems to connect to the ELYTH social platform, allowing them …
N/A N/A
45897
ovokpus
An MCP server with LangGraph agent integration that enables AI agents to use cu…
N/A N/A
45898
rodrick-mpofu
Automates job application tracking and resume/cover letter generation using AI,…
N/A N/A
45899
zhongwencool
Enables AI assistants to manage TickTick/Dida365 tasks, projects, and tags thro…
45900
airbuzz
Connects Claude Code to SyncPen documents as a knowledge base, enabling documen…
N/A N/A
Showing 45851–45900 of 46053 servers
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