MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38301
mohamed-yehia311
Automated MCP server that listens for Hugging Face discussion comments, extract…
N/A N/A
38302
yestharanthony-png
Outlook Calendar MCP Server built using FastMCP and Microsoft Graph API. This M…
38303
wallter
trw-mcp Claim
MCP server providing persistent engineering memory and spec-driven development …
N/A N/A
38304
tejas2904-RM
Integrates with Google Docs and Gmail to append content and create drafts, with…
N/A N/A
38305
sjgant80-hub
foldkit Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
N/A N/A
38306
khansabassem
Use multiple Cerebras models from Claude Desktop & Claude Code with automatic m…
N/A N/A
38307
hernaninverso
Enables AI agents to register domains, prove ownership, queue security scans (h…
38308
nalugomesv
MCP server that provides book recommendation tools, allowing an AI agent to sea…
N/A N/A
38309
sanjeev7e
A pure-TypeScript MCP server for Google NotebookLM using the batchexecute RPC p…
38310
pipeworx-io
Access official Japanese land prices (地価公示/地価調査) through the Pipeworx MCP gatew…
38311
pipeworx-io
Enables AI agents to access live weather data from Environment and Climate Chan…
38312
corrupt952
nooon Claim
A lightweight, read-only MCP server for Notion that enables searching, reading …
38313
Shaoshi17
An MCP server for AI security analysis, enabling vulnerability scanning, sensit…
38314
comet-ml
Enables interaction with Comet ML's experiment tracking platform through the Mo…
38315
hotic
An extensible MCP toolbox for code merging, AI code review with OpenAI and Gemi…
N/A N/A
38316
marcoloco23
huddle-mcp Claim
A broker that queues agent requests (plans, questions, FYIs) and batches them b…
N/A N/A
38317
androidua
A read-only MCP server that lets Claude Desktop interact with Apple Mail on mac…
N/A N/A
38318
RohitKumarPattanayak
Enables LLMs to manage employee leave by checking balances, applying for leave,…
N/A N/A
38319
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
38320
NcrMancer
Concisr Claim
Token compression for AI contexts, reducing token consumption by compressing co…
38321
malston
Provides order lookup, customer lookup, and refund issuance tools with categori…
N/A N/A
38322
AshishChandpa
An MCP server that automates pull request reviews using multiple LLM providers …
N/A N/A
38323
RonildoBraga
gmail-mcp Claim
Enables interacting with multiple Gmail accounts through a single MCP server, s…
N/A N/A
38324
Mak-3
Enables interaction with Featuredeck's feature request and roadmap management t…
38325
hasnaties
A remote MCP server demonstrating OAuth 2.1 authentication with Firebase, provi…
38326
wutong
presidio Claim
N/A N/A 95
38327
zorak1103
blender-mcp Claim
Enables LLMs to control Blender for 3D scene creation, object manipulation, mat…
N/A N/A
38328
TestKAi005
This is the Feishu/Lark official OpenAPI MCP (Model Context Protocol) tool desi…
38329
defibabylon
rwa-attest Claim
Provides cryptographically verifiable RWA trust attestations and multi-chain De…
38330
chayasin
postgres Claim
Enables querying and inspecting a PostgreSQL database, including executing SQL …
38331
8ncg92gm86-bit
Apple MCP Claim
Integrates with Apple apps on macOS to enable AI-powered automation of Messages…
N/A N/A
38332
hernaninverso
costwright Claim
Static worst-case token-budget analysis for LLM-agent workflows using AST analy…
N/A N/A
38333
jommar
mcp-wiki Claim
Exposes any project wiki to AI assistants with features like fuzzy search, cont…
N/A N/A
38334
Svel26
Automates the Sigmatek LASAL software suite for PLC and HMI engineering, enabli…
N/A N/A
38335
Dominic-Pi-Sunyer
Reducing token usage by 70% with a deterministic mapping engine. Also links in …
N/A N/A
38336
pierre
Launch instant calls and share links with customers. Start an Assist recording …
81
38337
runapi-ai
seedream-mcp Claim
Enables creating, polling, and checking pricing for Seedream image generation t…
38338
pipeworx-io
mcp-geoapify Claim
Wraps the Geoapify Location Platform to enable geolocation and map data access …
38339
feamster
Slack MCP Claim
Read and respond to Slack from Claude.
38340
iclaudiumihaila
Enables programmatic control of Safari browser on macOS for web automation, tes…
N/A N/A
38341
tikoci
rosetta Claim
MCP server that provides AI assistants with searchable access to MikroTik Route…
38342
emergentphysicslab
WaveGuard Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
81
38343
dwarvesf
Manages project documentation and saves conversation logs within a target proje…
81
38344
flic
Exposes Node-RED flows as MCP tools for AI assistants, with OAuth protection an…
38345
tarsemx15-lgtm
mcp-worker Claim
Run a stateless MCP server on Cloudflare Workers using createMcpHandler.
38346
benreichman
Enables web search and content scraping from multiple engines via a local SearX…
N/A N/A
38347
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
38348
ralphtorres736-eng
A headless, API-first MCP server that transforms unstructured creative portfoli…
38349
miltonhit
Enables AI agents to query TibiaWiki data including creatures, items, NPCs, que…
N/A N/A
38350
rober8b
governor Claim
Governor is an MCP server that acts as a safety belt for AI agent payments, pro…
N/A N/A
Showing 38301–38350 of 64698 servers
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