MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51501
reviewmyemails
Real-time Polymarket and Kalshi data, cross-platform arb detection, strategy si…
N/A N/A 83
51502
cuongnguyenta
Enables AI assistants to control Mac sleep settings by preventing sleep for con…
N/A N/A
51503
LinGeorge2
Enables keyword monitoring, sentiment collection, AI analysis, and report gener…
N/A N/A
51504
Aaditya-git
chatgpt-kg Claim
Builds a personal knowledge graph from selected ChatGPT conversations (stored i…
N/A N/A
51505
minhtzy
Automates task delivery by providing tools for running delivery workflows, crea…
N/A N/A
51506
AnCode666
ine-esp-mcp Claim
N/A N/A 95
51507
yahavf6
A lightweight sketch canvas that lets users draw ideas and sync them in real-ti…
N/A N/A
51508
pkronstrom
MCP Arena Claim
A multiplayer game engine where AI agents connect via Model Context Protocol to…
N/A N/A
51509
andreas-altamirano
An MCP server that acts as a governance proxy for AI agents, evaluating each to…
51510
Reuben1987AI
Enables AI agents and LLMs to interact with Google Ads accounts, allowing searc…
51511
markswendsen-code
mcp-geico Claim
An MCP server that enables AI agents to interact with GEICO insurance services,…
N/A N/A
51512
affix
MCP server for GNOME Evolution that enables calendar and email operations such …
N/A N/A
51513
abrahamADSK
fpt-mcp Claim
MCP server for Autodesk Flow Production Tracking (ShotGrid) enabling AI assista…
N/A N/A
51514
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
51515
GabsPereiraDev
mcp-supabase Claim
Enables interaction with Supabase databases, including listing tables, querying…
N/A N/A
51516
AlgoChains
Enables AI assistants to interact with a complete trading infrastructure, inclu…
N/A N/A
51517
lord-dubious
Enables AI agents to manage WooCommerce stores, including products, orders, cus…
51518
alexandriashai
mcp-guardian Claim
Scans MCP tool descriptions for prompt injection attacks, including cross-tool …
N/A N/A
51519
jinkeda
An MCP server that lets AI assistants like Claude control Adobe Illustrator thr…
N/A N/A
51520
FaisalFehad
Enables LLM clients to read and search email via IMAP with tools for listing fo…
N/A N/A
51521
leomarviegas
ollqd Claim
Enables indexing and semantic search of codebases and documents via MCP, using …
N/A N/A
51522
chrischall
compass-mcp Claim
Compass real-estate for Claude — search, property details, photos, price histor…
N/A N/A
51523
modelscope
FunASR Claim
Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, spea…
N/A N/A
51524
CodedVibesX
MCP server that verifies restaurant booking outcomes by reconciling API claims …
N/A N/A
51525
jxnxts
mcp-brasil Claim 1
An MCP server that connects AI agents to over 200 tools across 27 Brazilian pub…
81
51526
quqbaku
Controls FlexSim simulation engine via Model Context Protocol, enabling natural…
N/A N/A
51527
phara23
MCP server for Alpha Arcade prediction markets on Algorand. Enables AI agents t…
51528
DevEngageLab
Enables AI assistants to send template-based SMS messages through EngageLab. Su…
N/A N/A
51529
lucid-jin
Fast, read-only MCP server for Notion that reads directly from local SQLite cac…
N/A N/A
51530
Ansvar-Systems
Enables searching and bidirectional mapping of 1,451 security controls across 2…
51531
zeng-andrew
AT Bridge Claim
MCP server that enables AI assistants to debug IoT modules by sending AT comman…
N/A N/A
51532
linzk-bit
A local MCP server for reading, writing, and executing Jupyter notebooks using …
N/A N/A
51533
kokohbudi
Enables AI agents to securely authenticate with Google Tasks and perform full C…
N/A N/A
51534
originalrashmi
RC Engine Claim
An AI-native product development pipeline that guides users from idea to shippi…
51535
salus-ryan
Virtualize Claim
Free, cross-platform VM orchestration for AI workflows with built-in MCP integr…
N/A N/A
51536
microservices-sh
mcp Claim
MCP server for microservices.sh: inspect verified Cloudflare-native modules/tem…
51537
htmambo
Astron MCP Claim
An MCP server that wraps multiple vendors' Coding Plan services (iFlytek Spark,…
N/A N/A
51538
sameer2191
Local-first repository memory for AI coding agents that indexes codebases into …
N/A N/A
51539
christianhoustonfloyd
schema-viz Claim
A local MCP server that renders a database schema as an interactive, dbdiagram.…
N/A N/A
51540
SamYatesSmith
tru8-mcp Claim
MCP server for Tru8 Evidence Research that enables AI agents to submit claims o…
51541
bsreeram08
Cogni-Docs Claim
Enables AI assistants to search and query documentation with flexible backend c…
51542
vaibhavgupta5
Provides AI agents with a structured library of engineering skills, best practi…
N/A N/A
51543
zaxardery8011-design
Verifies AI agent completion claims by checking that claimed output files exist…
N/A N/A
51544
paperjsx
Enables AI agents to generate a variety of documents (PPTX presentations, DOCX …
N/A N/A
51545
erniomaldo
nc-forms-mcp Claim
MCP server for the Nextcloud Forms API v3 that enables secure creation, update,…
51546
RupeshEY
A Model Context Protocol (MCP) server for managing Google Calendar events.
51547
ahays248
MCP server bridging Claude Code to local llama.cpp. Run local LLMs alongside Cl…
N/A N/A
51548
CSOAI-ORG
job-description-ai-mcp MCP server by MEOK AI Labs
N/A N/A
51549
kirvigen
Unofficial Notion server via the private API (token_v2): full read/write across…
N/A N/A
51550
ajaysmb
Provides MCP clients with safe local access to read, search, and send Gmail mes…
N/A N/A
Showing 51501–51550 of 56925 servers