MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58401
josemvelez
Essential European data validation and formatting tools for AI agents. Validate…
81
58402
SanZiNEO
web-scout Claim
A reconnaissance MCP server that discovers web data sources by monitoring netwo…
N/A N/A
58403
aiproductscout
Agentic commerce with 58 MCP tools for product search, checkout, A2A negotiatio…
58404
rogan297
Enables users to ask questions in Portuguese about marketing metrics (ROI, CAC,…
N/A N/A
58405
getspm
Durable, shareable and governed project memory with smart triage and explicit p…
58406
coliving-search Claim 1
Search 14,000+ verified coliving and coworking spaces with pricing, amenities, …
N/A N/A 81
58407
softvoyagers
pagedrop-api Claim
Free instant HTML hosting API with paste, file upload, and ZIP deploy support. …
95
58408
shaxzodrashid
Enables AI agents to interact with Telegram via MTProto, supporting high-perfor…
58409
toiletmadarchut
Enables users to control the cursor in Figma through verbal commands using an a…
N/A N/A 95
58410
xintian-lab
PPT-MCP Claim
Cross-platform MCP server for Microsoft PowerPoint automation, enabling slide m…
N/A N/A
58411
Godzilla675
Enables interaction with Google Jules API to automate software development task…
58412
playidea-lab
pcq Claim
Agent-operable ML experiment contract (cq.yaml + JSON contracts) with a built-i…
N/A N/A
58413
ashlrai
Stop AI coding agents from leaking API keys. Local proxy swaps real secrets for…
N/A N/A
58414
lihongwen
An MCP server providing comprehensive PDF processing capabilities with 18 tools…
N/A N/A
58415
WaynePluto
An MCP server that enables Claude Code to perform web searches via Bing, read w…
N/A N/A
58416
seayniclabs
Keel Claim
Keel is a network diagnostics MCP server that provides 14 tools for tasks like …
N/A N/A
58417
ketcx
A note-taking knowledge base MCP server that enables CRUD operations on notes w…
N/A N/A
58418
silverze
nutstore-mcp Claim
MCP server for Nutstore cloud storage, enabling AI assistants to manage files v…
N/A N/A
58419
higebu
cml2-mcp Claim
Thin MCP server for Cisco CML2 that exposes the live OpenAPI specification and …
58420
Influship
Influship Claim
Find and analyze influencers with creator search, lookalikes, profiles, posts, …
58421
paresh-p-crest
Lexiguard HR Claim
Enables Cursor AI to query a local MySQL HR database in natural language using …
N/A N/A
58422
443pablo
A FastMCP server for PowerSchool that enables students to check grades, assignm…
58423
mfernandezfunes
MCP Harbor Claim
MCP Harbor is a Node.js application that provides a Model Context Protocol (MCP…
58424
bokendell
Bo Kendell's portfolio: projects, writing, work history, resume, and live activ…
58425
FoundryNet
Government contract search and federal procurement data: SAM.gov opportunities …
58426
dbfournier33
outlook-mcp Claim
An MCP server that gives AI agents structured access to a Microsoft Outlook mai…
N/A N/A
58427
luoyonghao1997
UVM 1.2 MCP Claim
Enables Claude to access and search UVM 1.2 source code, class hierarchies, and…
N/A N/A
58428
jdug-jadodev
Efficiently loads, caches, and delivers project file context for AI agents usin…
N/A N/A
58429
sbarbi-gh
rnaseq-mcp Claim
Enables analysis of bulk RNA-seq data using natural language queries, executing…
N/A N/A
58430
phuocnguyen1308-creator
vn-luat-mcp Claim
MCP server to query Vietnamese law (legal code and case law) with full-text sea…
58431
sean-bavo
TaxFormatter Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
81
58432
doominkim
Analyzes TypeORM entity source files offline to produce schema graphs, ERD diag…
N/A N/A
58433
codeyogi911
Connects your Shopify store data to Claude Desktop, enabling access to products…
58434
afferens
mcp-server Claim
Real-time physical perception for AI agents — vision, spatial, acoustic, enviro…
N/A N/A
58435
d-zero-dev
Enables AI assistants to retrieve Figma data and access D-ZERO frontend coding …
58436
CSOAI-ORG
Persistent memory database for LLM agents with hybrid semantic/keyword search, …
N/A N/A
58437 N/A N/A 95
58438
satanas66
Enables LLMs to securely interact with MongoDB, GitHub, and a sandboxed file sy…
N/A N/A
58439
przemyslawzielinski87-debug
akm-bridge Claim
MCP server for AKM v0.8.1, exposing 14 read-only tools via JSON-RPC over stdio …
N/A N/A
58440
popstas
Enables integration with Planfix CRM and task management system, allowing lead …
58441
loosheng
knife4j-mcp Claim
MCP server that converts OpenAPI documentation to Markdown with tolerant parsin…
N/A N/A
58442
theta4ai
Theta Health MCP is a HIPAA-complaint intelligent memory layer for your health …
81
58443
convergeqa
MCP servers for multi-model document review with critique/iterate and compare/d…
58444
elphiene
A read-only MCP server that lets Claude read and search emails from Thunderbird…
N/A N/A
58445
hrishi2710
A powerful and flexible Datagroom MCP server implementation to read the data an…
N/A N/A
58446
verymbuemo
Stdio MCP server for sandboxed file access — read files, search content, safely…
N/A N/A
58447
georgeherby
Enables searching and fetching GOV.UK Design System guidance via locally-crawle…
N/A N/A
58448
paigy-ai
paigy Claim
Call, text, or push your phone when an agent needs input mid-task — reply by vo…
81
58449
madaoQ
cohere-mcp Claim
A Type 3 DAuth MCP server for Cohere AI API, enabling chat, embeddings, reranki…
58450
davidkim9
Enables AI assistants to perform browser automation using Playwright, including…
Showing 58401–58450 of 67286 servers