MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39051
pipeworx-io
Access official Japanese land prices (地価公示/地価調査) through the Pipeworx MCP gatew…
39052
pipeworx-io
Enables AI agents to access live weather data from Environment and Climate Chan…
39053
corrupt952
nooon Claim
A lightweight, read-only MCP server for Notion that enables searching, reading …
39054
Shaoshi17
An MCP server for AI security analysis, enabling vulnerability scanning, sensit…
39055
comet-ml
Enables interaction with Comet ML's experiment tracking platform through the Mo…
39056
hotic
An extensible MCP toolbox for code merging, AI code review with OpenAI and Gemi…
N/A N/A
39057
marcoloco23
huddle-mcp Claim
A broker that queues agent requests (plans, questions, FYIs) and batches them b…
N/A N/A
39058
androidua
A read-only MCP server that lets Claude Desktop interact with Apple Mail on mac…
N/A N/A
39059
RohitKumarPattanayak
Enables LLMs to manage employee leave by checking balances, applying for leave,…
N/A N/A
39060
Code-MonkeyZhang
基于滴答清单官方API的本地MCP服务,通过自然语言管理待办事项、创建和查询任务,支持OAuth认证和高级筛选。
N/A N/A
39061
NcrMancer
Concisr Claim
Token compression for AI contexts, reducing token consumption by compressing co…
39062
malston
Provides order lookup, customer lookup, and refund issuance tools with categori…
N/A N/A
39063
AshishChandpa
An MCP server that automates pull request reviews using multiple LLM providers …
N/A N/A
39064
RonildoBraga
gmail-mcp Claim
Enables interacting with multiple Gmail accounts through a single MCP server, s…
N/A N/A
39065
Mak-3
Enables interaction with Featuredeck's feature request and roadmap management t…
39066
hasnaties
A remote MCP server demonstrating OAuth 2.1 authentication with Firebase, provi…
39067
wutong
presidio Claim
N/A N/A 95
39068
zorak1103
blender-mcp Claim
Enables LLMs to control Blender for 3D scene creation, object manipulation, mat…
N/A N/A
39069
TestKAi005
This is the Feishu/Lark official OpenAPI MCP (Model Context Protocol) tool desi…
39070
defibabylon
rwa-attest Claim
Provides cryptographically verifiable RWA trust attestations and multi-chain De…
39071
chayasin
postgres Claim
Enables querying and inspecting a PostgreSQL database, including executing SQL …
39072
8ncg92gm86-bit
Apple MCP Claim
Integrates with Apple apps on macOS to enable AI-powered automation of Messages…
N/A N/A
39073
hernaninverso
costwright Claim
Static worst-case token-budget analysis for LLM-agent workflows using AST analy…
N/A N/A
39074
jommar
mcp-wiki Claim
Exposes any project wiki to AI assistants with features like fuzzy search, cont…
N/A N/A
39075
Svel26
Automates the Sigmatek LASAL software suite for PLC and HMI engineering, enabli…
N/A N/A
39076
Dominic-Pi-Sunyer
Reducing token usage by 70% with a deterministic mapping engine. Also links in …
N/A N/A
39077
pierre
Launch instant calls and share links with customers. Start an Assist recording …
81
39078
runapi-ai
seedream-mcp Claim
Enables creating, polling, and checking pricing for Seedream image generation t…
39079
pipeworx-io
mcp-geoapify Claim
Wraps the Geoapify Location Platform to enable geolocation and map data access …
39080
feamster
Slack MCP Claim
Read and respond to Slack from Claude.
39081
iclaudiumihaila
Enables programmatic control of Safari browser on macOS for web automation, tes…
N/A N/A
39082
tikoci
rosetta Claim
MCP server that provides AI assistants with searchable access to MikroTik Route…
39083
emergentphysicslab
WaveGuard Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
81
39084
dwarvesf
Manages project documentation and saves conversation logs within a target proje…
81
39085
flic
Exposes Node-RED flows as MCP tools for AI assistants, with OAuth protection an…
39086
tarsemx15-lgtm
mcp-worker Claim
Run a stateless MCP server on Cloudflare Workers using createMcpHandler.
39087
benreichman
Enables web search and content scraping from multiple engines via a local SearX…
N/A N/A
39088
Ai-Rook
trading-mcp Claim
22 pay-per-call agent APIs on x402: trading, web, AI, image gen. USDC on Base.
N/A N/A
39089
ralphtorres736-eng
A headless, API-first MCP server that transforms unstructured creative portfoli…
39090
miltonhit
Enables AI agents to query TibiaWiki data including creatures, items, NPCs, que…
N/A N/A
39091
rober8b
governor Claim
Governor is an MCP server that acts as a safety belt for AI agent payments, pro…
N/A N/A
39092
JinsongRoh
pydoll-mcp Claim
Enables browser automation with zero-webdriver, supporting tab management, elem…
39093
Utundry
SloplessCode Claim
Provides operational continuity for AI coding agents, preserving task state, de…
N/A N/A
39094
alexrbzz
fizzy-mcp Claim
MCP server for Fizzy (Kanban tool by 37signals) that enables AI assistants to r…
39095
wyre-technology
knowbe4-mcp Claim
MCP server for KnowBe4 — security awareness training, phishing simulation, and …
39096
Thamindu-Dev
sinhala-mcp Claim
Translates Sinhala or Singlish instructions into precise English technical spec…
39097
MustafaKemal0146
trdizin-mcp Claim
MCP server for querying TÜBİTAK TR Dizin academic database, enabling search of …
N/A N/A
39098
markswendsen-code
MCP Booking Claim
Enables AI agents to search hotels, check availability, manage reservations, an…
N/A N/A
39099
Babajan-B
BioQC-MCP Claim
A professional MCP server for comprehensive bioinformatics quality control, pro…
N/A N/A
39100
AceDataCloud
mcp-maestro Claim
Produce complete AI videos from a brief with Maestro
Showing 39051–39100 of 64698 servers
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