MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36951
georgittanchev
Drop-in replacement for Claude's native web_search and web_fetch tools, resolvi…
N/A N/A
36952
KirtiJha
Enables natural language interaction with Salesforce for data operations, schem…
36953
Sony17
Enables federated search across 10 open-knowledge providers via Open Idea. User…
36954
lazymac2x
Enables instant creation of mock API servers from OpenAPI specs or natural lang…
N/A N/A
36955
kenjudy
MCP server for saving URLs to Instapaper via the Instapaper Simple API.
36956
tc2fh
reactome-mcp Claim
Enables coding agents to interact with the Reactome pathway database, including…
36957
BautistaPessagno
CollabMCP Claim
Provides shared real-time context for Claude Code agents, including scope aware…
N/A N/A
36958
manavgup
Intelligent PR boundary detection and recommendation system that analyzes git c…
36959
tom832
Provides chemical informatics endpoints for converting between chemical names a…
36960
pipeworx-io
Enables AI agents to query the Semantic Scholar Academic Graph for scholarly pa…
36961
concensure
clair Claim
An MCP server that reduces token usage by lazily loading skills and tools only …
N/A N/A
36962
nightwing-7
Enables AI co-pilots to interact with TradingView charts, manage alerts via RES…
N/A N/A
36963
Onplana
Onplana Claim
Project portfolio management for PMOs. Alternative to Microsoft Project Online.…
36964
beiwater
Enables AI agents to generate and iteratively refine images, audio, and video t…
36965
edvardlindelof
notes-mcp Claim
A simple MCP server for chatbot/human collaborative management of text content …
N/A N/A
36966
MicaelJarniac
mcpgate Claim
A stateless gateway that turns any OpenAPI spec into MCP tools on the fly.
36967
oangelo
MCP server for managing Homebox inventory via AI assistants, enabling item mana…
36968
diana.jinhyeon
tt Claim
N/A N/A 95
36969
sjgant80-hub
Exposes sales outreach and psychological profiling tools (psyche, research, DMs…
36970
Iot-Viet-Solution
MCP server for qlda-viot task tracking, providing tools to view dashboard, upda…
36971
bnusunny
An MCP server that enables LLM coding agents to deploy web applications to AWS …
36972
skuzadev
WpfPilot MCP Claim
MCP server for AI agents to automate Windows WPF apps with semantic UI Automati…
N/A N/A
36973
garoon
Official local MCP server for Garoon, enabling AI assistants to interact with t…
36974
crims0n
nwtools-mcp Claim
Provides accurate IPv4 subnet and address tools for LLMs using Python's ipaddre…
36975
AvivK5498
An MCP server for video generation using Kling Omni and Seedance 2 via PiAPI, w…
N/A N/A
36976
farhadjaman
This project integrates tldraw with Claude AI using the Model Context Protocol …
36977
ALLY596
voice-mcp Claim
An MCP server for AI voice synthesis with an inline audio player, allowing user…
36978
gppsys
Aggregates data from email, calendar, tasks, and documents to enable intelligen…
36979
ljzloser
MCP Tool Hub Claim
A desktop management platform for plugin management, log querying, service cont…
N/A N/A
36980
Kartaverse
Enables AI assistants to discover, connect to, and control LightWave3D Modeler …
N/A N/A
36981
recourseOS
RecourseOS Claim
MCP server that evaluates Terraform plans, shell commands, and tool calls to as…
N/A N/A
36982
WebexCommunity
Enables automated messaging, room management, and team collaboration through th…
36983
asdfas988
Enables AI agents to fetch any web page as clean markdown or screenshot it, tur…
36984
dacmail
MCP server to interact with the Cuéntica accounting API, allowing users to mana…
36985
15195999826
Query Godot Engine documentation with full-text search across classes, methods,…
N/A N/A
36986
AnirudhB-6001
A local-first personal RAG memory system that turns AI conversation history int…
N/A N/A
36987
DasClown
MCP server that gives AI agents real-time German electricity price forecasts.
N/A N/A
36988
VeldinS
Enables AI agents to scan any website for agent-readiness and generate the nece…
36989
Imsamiullah09
Enables natural language querying of Amazon Advertising data including Sponsore…
36990
aisacAdmin
SecOps MCP Claim
Provides access to 13+ penetration testing and security audit tools through a u…
81
36991
rprouse
MCP server for querying resolved Jira tickets across multiple Atlassian Cloud s…
N/A N/A
36992
aiDotEngineer
MCP server for the AI Engineer Conference 2025, enabling talk submissions and c…
N/A N/A
36993
essovius
Integrates Everything file search with Claude Desktop, enabling instant Windows…
N/A N/A
36994
mickmath86
Provides tools to access the Repliers API for real estate listings, property se…
36995
fildb
Enables AI agents to discover, purchase, and query blockchain-based datasets us…
81
36996
harlley
Enables to manage Storyblok components through natural language descriptions, i…
36997
andrei-cb
Enables agents to request and receive user feedback during task execution throu…
N/A N/A
36998
SamMorrowDrums
A feature-complete MCP server template in TypeScript demonstrating tools, resou…
36999
bestimmaa
roon-mcp Claim
MCP server to control the Roon music player, enabling AI agents to search music…
N/A N/A
37000
wolog1
Enables AI tools to remotely control a SIGLENT SDS800X HD series oscilloscope, …
N/A N/A
Showing 36951–37000 of 64636 servers
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