MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56751
jobsbase
Jobs Base Claim
Builder roles like founding engineers, solo builders, and "0 to 1" positions ar…
56752
ctxray
ctxray Claim
Context intelligence for AI coding sessions. 7 MCP tools to score, compare, com…
N/A N/A 95
56753
shashwat-sec
Exposes Lacework API v2 alert operations as MCP tools, allowing AI agents to li…
81
56754
ToremLabs
heuresis Claim
Read & write your Heuresis idea graph and run TRIZ/C-K/ASIT operators from your…
N/A N/A
56755
frazierlee
OneSocial Claim
OneSocial — The Professional Operating System™ Find vetted freelancers, creati…
81
56756
cr7258
Enables comprehensive configuration and management of Higress through the Model…
56757
EEager
MCP server for parsing PDF files, enabling Cursor IDE to extract text, metadata…
N/A N/A
56758
RahulShitole28
Connect your AI assistant to Habitize's emotional wellness platform to analyze …
N/A N/A 95
56759
simonether
kwork-mcp Claim
MCP server that exposes 25 tools for the Kwork freelance marketplace — browse p…
56760
ConechoAI
A high-performance WebSocket/SSE transport layer and gateway for Anthropic's MC…
56761
LinkForty
Connects AI assistants like Claude and Cursor to LinkForty deep links and analy…
56762
rockyale
zerion-mcp Claim
MCP server that provides live crypto portfolio data, token info, gas prices, sw…
N/A N/A
56763
NoBanks
sendbird-mcp Claim
MCP server for Sendbird chat infrastructure, enabling AI agents to provision us…
56764
lazymac2x
Cloudflare Workers MCP server: api-schema-drift-detector
56765
CSOAI-ORG
MCP server for EU AI Act compliance in employment AI, featuring built-in risk m…
56766
0xHayd3n
A comprehensive MCP server for managing cPanel hosting accounts through AI assi…
56767
Whale0928
Enables automatic creation and management of weekly work reports in Korean thro…
N/A N/A 95
56768
kicito
An MCP server that provides real-time web search and X (Twitter) search capabil…
56769
juan-cinto-infracommerce
MCP server for Adobe Commerce Cloud — REST API + SSH, no PHP CLI required
N/A N/A
56770
hsearcy
pantry-aide Claim
AI meal plans that fill your Kroger/Instacart cart - pantry-aware lists, all fr…
56771
tszaks
keynote-mcp Claim
Local macOS MCP server that reads, edits, and exports Apple Keynote presentatio…
N/A N/A
56772 N/A N/A 95
56773
danielkliem
Lets Claude read recipes from your Cookidoo account and create TM7-optimized cu…
N/A N/A
56774
mambalabsdev
11 Mamba Labs account-intelligence MCP tools in one server: identity, signals, …
N/A N/A 83
56775
abhiyoheswaran1
agentloopkit Claim
Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and s…
N/A N/A
56776
richarda23
Exposes RSpace API endpoints to LLM agents using the Model Context Protocol.
56777
Silimate
Integrates the Mem0 Memory API with MCP-compatible clients to provide AI agents…
N/A N/A 95
56778
axel-belfort
In-memory vector search API for AI agents. Store documents and query by semanti…
N/A N/A 95
56779
valyuAI
valyu-mcp Claim
Enables AI models to retrieve high-quality context from Valyu's API, including …
56780
diegobit
MCP server to manage your Aranet4 CO2 sensor, enabling scanning, data fetching,…
N/A N/A
56781
kakarsatoshi-bot
A minimal MCP server template that runs on Cloudflare Workers + TypeScript, ena…
56782
branch42-labs
A production-ready NestJS backend template with built-in MCP server enabling AI…
56783
Memory for AI agents that can't hallucinate — cited or abstains, provable forge…
N/A N/A 81
56784 N/A N/A 95
56785
aymandakir-gh
piu-copy-mcp Claim
GrowthHackers copywriting prompts (Meta/Google Ads, email, VSL) as MCP tools — …
56786
PierrunoYT
Enables AI-powered image generation using the Ideogram V3 Balanced model via Re…
81
56787
sounio-lang
Check, compile, run, and test Sounio programs locally.
N/A N/A
56788
jesonchen123
Modular monolithic FastAPI shared AI service platform providing config center, …
56789
pipeworx-io
mcp-scryfall Claim
Provides access to Magic: The Gathering card database, enabling listing of sets…
56790 N/A N/A 95
56791
KyaniteLabs
Epoch Claim
Epoch time estimation MCP server for PERT, COCOMO, Monte Carlo, calibration, co…
N/A N/A
56792
noahgift
pmcp Claim
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK…
N/A N/A 95
56793
geraservicesuk
Find and book home service providers: cleaning, repairs, beauty, moving. 50+ co…
N/A N/A 95
56794
samrasugu
MCP Server Claim
A TypeScript MCP server that evaluates MCP capabilities over RAG approaches, in…
56795
hemichaeli
AI-powered MCP server for analyzing pinuy-binuy (urban renewal) real estate pro…
56796
integsec
turbopentest Claim
AI-powered penetration testing. Launch scans, review findings, download reports.
N/A N/A 83
56797
summitmktg
PodMaster Claim
Local podcast transcription, embedding, and semantic search with an MCP server …
N/A N/A
56798
Woodman97
Pay-per-task AI agent for writing, research, code, DeFi & blockchain. Pay in US…
56799
yaoyuansh
Enables AI assistants to automate Microsoft Excel tasks such as reading/writing…
N/A N/A
56800
derrikjb
Integrates with the Obsidian Local REST API to enable reading, creating, editin…
N/A N/A 95
Showing 56751–56800 of 56925 servers