MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37401
Xczer
A small MCP server for managing todos, enabling assistants like Claude to creat…
N/A N/A
37402
tonghaoch
An MCP server that indexes your codebase using tree-sitter AST parsing and give…
N/A N/A
37403
karlhsueh
Provides AI agents with access to Hevy workout data, allowing them to manage wo…
37404
theYahia
jazzcash-mcp Claim
MCP server for JazzCash mobile wallet and payments (Pakistan). Supports wallet …
37405
VikashLoomba
Run dynamic, multi-agent workflow scripts — agent(), parallel(), pipeline() — o…
N/A N/A
37406
zaakirio
Bellows Claim
Manages a local fleet of llama.cpp GGUF models, enabling AI agents to discover,…
N/A N/A
37407
trevorputbrese
A server that bridges MCP-compatible clients to VMware Log Insight, enabling na…
37408
mcpflow
neon-mcp Claim
Lightweight MCP server that allows agents to interface with the Neon REST API, …
37409
mamisoa
datetime Claim
Provides datetime functionality for Cursor IDE, enabling accurate timestamp gen…
N/A N/A
37410
zev
LastLook Data gives AI agents real-time access to US financial market data: Tre…
37411
AdityaSBisht
finance-mcp Claim
Live stock, crypto, SEC filings, FX and macro data for LLM agents. No API keys.
N/A N/A
37412
geojakes
An MCP server that lets Claude Desktop and Claude Code control your PC — take s…
N/A N/A
37413
krVatsal
Enables AI agents to generate vector graphics in Adobe Illustrator using natura…
N/A N/A
37414
co-native-ab
graphdo-ts Claim
Enables AI agents to send emails and manage tasks in Microsoft To Do with scope…
N/A N/A
37415
Stratogenic-AI
Governance middleware for AI agents: permission gates, approvals, compliance sc…
37416
abelce
CodePic Claim
AI agent draws editable hand-drawn diagrams (flowchart, ER, architecture) via M…
37417
Continuum-AI-Corp
AI video dubbing via OrcaRouter (model orca/dub): upload a video or URL, poll, …
N/A N/A
37418
KlossKarl
loom Claim
Local-first knowledge graph MCP server — hybrid BM25 + vector + graph retrieval…
N/A N/A
37419
johanvd75-byte
Read-only MCP server for The Cracks Index: ranks countries and regions on socia…
37420
CreatorDB
CreatorDB Claim
Creator discovery & analytics across YouTube, Instagram, TikTok (30M+) + brand/…
37421
mirasolutions06
AI Ops Agent Claim
An always-on AI chief-of-staff that manages tasks, calendar, notes, habits, and…
81
37422
foreach-labs
eanscan-mcp Claim
MCP server for looking up EAN/UPC barcodes to get localized product details lik…
37423
socraticsurge
Telugu Panchangam for AI assistants: daily panchangam, muhurta windows, tarabal…
37424
famtong8-dev
Python MCP server for vector search using Qdrant vector database and Ollama emb…
37425
lantlos95
wertls Claim
N/A N/A 95
37426
TheNexusIntel
nexus-mcp Claim
U.S. gov records, fact-checks with citations, news search, and fraud/corruption…
N/A N/A
37427
liert
pwndbg-mcp Claim
Enables AI agents to control pwndbg for collaborative debugging with real-time …
N/A N/A
37428
d-rn
A WeChat Mini Program decompilation MCP server that enables scanning, decompili…
N/A N/A
37429
consigcody94
Enables AI workflows to integrate with Notion workspaces, supporting page and d…
81
37430
ogarciabrena
mcploy Claim
Exposes the Loyverse API as MCP tools to manage stores, products, inventory, cu…
37431
Robiton
Provides CLI and MCP server to programmatically access Google NotebookLM, enabl…
37432
abrahamADSK
maya-mcp Claim
Enables control of Autodesk Maya using natural language via Claude and the Mode…
N/A N/A
37433
flo-distrify
A FastMCP runtime that lets AI tools search electronic components, prices, and …
37434
TrecoOffical
stockup-mcp Claim
Connects AI agents to StockUp Quan's financial reasoning models with real-time …
37435
islam3zzat
herdr-mcp Claim
Enables AI assistants to orchestrate Herdr coding agents by wrapping its Unix-s…
N/A N/A
37436
mnlt
maus-mcp Claim
MCP server that gives AI agents access to your Maus clipboard on macOS, enablin…
N/A N/A
37437
Pacamaraprogress
Enables Claude to analyze sentiment, extract entities, classify content, and an…
N/A N/A
37438
54dabang
An MCP server for generating offline charts using Apache ECharts SVG SSR and rs…
37439
facetoplace
Workix Claim
Remote jobs, freelance gigs, vacancies. 24 boards: Upwork, Freelancer, RemoteOK…
N/A N/A
37440
kaminari-ad
Lets AI agents launch scans, inspect results, manage campaigns and policies, an…
37441
JonathanReiss15
Enables AI assistants to search FamilySearch's Family Tree, view person details…
N/A N/A
37442
PedroSodrr10
A local MCP server that connects WhatsApp to Claude via QR code, enabling chat …
N/A N/A
37443
naster3
MCP server for reading, editing, and publishing Google Forms with the official …
N/A N/A
37444
busse
Modular MCP server for interacting with a Flipper Zero from MCP-capable clients…
N/A N/A
37445
mytsx
Enables fetching and analyzing Gemini Code Assist reviews from GitHub pull requ…
37446
peterb154
Enables AI assistants to search JLCPCB's 450K+ electronic component catalog wit…
N/A N/A
37447
InfiniteInsight
Provides Claude with queryable knowledge of 300+ visual aesthetics from the Aes…
N/A N/A
37448
universal-mcp
Enables interaction with Google SearchConsole tools and services through a unif…
37449
kelnix
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
81
37450
nsmith
markpost Claim
An MCP server that formats and syndicates Markdown content to Twitter/X, Thread…
N/A N/A
Showing 37401–37450 of 66549 servers
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