MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61601
priyansu12345
A remote MCP server for personal finance management enabling expense tracking, …
61602
aloryanirakan-cqmg
Auto-repair middleware for crypto trading bots. Automatically detects and fixes…
81
61603
mateusoliveirab
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
N/A N/A 95
61604 N/A N/A 95
61605
dmang-dev
Drive any libretro core through [RetroArch](https://www.retroarch.com/)'s Netwo…
N/A N/A
61606
stephaneberle9
MCP server for creating interactive Vega-Lite data visualizations that render i…
N/A N/A
61607
asharca
ocr-mcp Claim
Enables document OCR processing via OcrPlane APIs, supporting document parsing,…
61608
AyushSaha184
Eval_MCP Claim
An MCP server for prompt and RAG evaluation workflows, enabling users to regist…
61609
adamelliotfields
Opinionated template for building Node.js stdio and HTTP MCP servers.
N/A N/A
61610
mcpflow
Enables AI assistants to manage Google Calendar events through natural language…
61611
DocNR
Provides tools for analyzing code repositories, including structure, dependenci…
N/A N/A
61612
igrybkov
mcp-hub Claim
A meta-MCP server that acts as a single connection point to lazily spawn and pr…
N/A N/A
61613
MoshPitLabs
Enables AI models to send plain text messages, formatted release announcements,…
81
61614
ancienthu
Enables AI tools to extract Feishu documents (Docx/Wiki) via Feishu Open API an…
N/A N/A
61615
m2ai-mcp-servers
n8n Advisor Claim
Enables AI assistants to review workflow status in n8n instances, including act…
61616
rebaselabs-framework
mock-llm-mcp Claim
MCP server to mock OpenAI, Anthropic, and Google Gemini responses for testing A…
61617
decline27
Enables AI agents to control Homey smart home devices, trigger flows, and query…
61618
KatLabPuss
This MCP server allows searching mining projects, tenements, and mineral proper…
N/A N/A
61619
whathebronte
Wraps NEA's 2-hour weather forecast API to provide rain alerts for central Sing…
61620
tatsunori-ono
A token-optimized documentation and Q&A registry for AI agents, providing dense…
61621
andrewnexys
EdgeFinder Claim
CLI and MCP server for EdgeFinder sports analysis. Get AI-powered NFL, NBA, and…
61622
xuanji86
Enables natural language interaction with FastBound's firearms Acquisition & Di…
61623
qinisolabs
bizdays Claim
Business-day & public-holiday calculations for 200+ countries (add/count workin…
61624
richard-devbot
BlenderMCP Claim
MCP server that integrates Blender with CSM.ai 3D assets and LLM agents, enabli…
N/A N/A
61625
broisnischal
Exposes an MCP server over HTTP that allows searching and executing OpenAPI ope…
61626
P4ST4S
mcp-audit Claim
Transparent Go proxy that intercepts, signs, rate-limits, redacts, and audits a…
N/A N/A
61627
mdemyanov
ktalk-mcp Claim
Enables accessing Контур.Толк (KTalk) recordings, transcripts, and summaries fr…
61628
Enushin
Enables creating RPG Maker MZ games using natural language through AI assistanc…
N/A N/A
61629
subhamraj76
Enables AI agents to read, search, write, and update Microsoft OneNote pages th…
N/A N/A
61630
janedouat
mcp-test Claim
N/A N/A 95
61631
remorses
playwriter Claim
Connects to your running Chrome browser, enabling AI agents to automate it via …
61632
davinoishi
Enables saving LLM chat conversations to JSONL log files and querying them by s…
61633
pankajrajdeo
MCP server for accessing the LungMAP API, enabling AI assistants to discover an…
61634
CheswickDEV
Cairn Claim
A local-private context-handoff tool for AI agents, preserving decisions, evide…
N/A N/A
61635
namuan
Integrates with Trello to manage tasks and cards with features like creating, u…
61636
Fantasticlegend1000
opensooq-mcp Claim
A read-only MCP server that gives LLM agents live access to OpenSooq, the large…
61637
hakohli
Streams real-time log context from Amazon MSK to a Bedrock AI agent for anomaly…
61638
borgius
kanban-lite Claim
MCP server for AI agents to manage a lightweight kanban board stored as markdow…
N/A N/A
61639
ahmedelshazly27
Connects Claude AI with EPRI's OpenDSS power system simulator, enabling convers…
N/A N/A
61640
pipeworx-io
Access City of Victoria, BC open geospatial data (parcels, zoning, parks) via A…
61641
tofunori
Enables semantic search across scientific papers in your Zotero library with hy…
N/A N/A
61642
BajpaiH22
Enables travel planning through natural language, providing weather forecasts, …
61643
icappaci
Enables AI agents to query Polymarket data such as top wallets, live trades, ma…
61644
nss133
dart-mcp Claim
Exposes OPEN DART (Korean FSS electronic disclosure) as an MCP server for searc…
61645
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
61646
Fowerld
MCP server for screen recording and screenshots, bridging Claude Code with Chro…
N/A N/A
61647
AnterCreeper
keyscope-mcp Claim
AI-native oscilloscope control. A pure-Python MCP service that lets LLM agents …
N/A N/A
61648
Oliviergg
Connects to Salesforce and enables running SOQL queries, SOSL searches, managin…
61649
lxd15938771473
Provides MCP interfaces for AI text-to-image, image-to-video, and text-to-video…
61650
obrien-matthew
mcp-plex Claim
MCP server for Plex Media Server, focused on media discovery, search, library m…
Showing 61601–61650 of 67291 servers