MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42751
ifthenpay
Remote MCP for ifthenpay payments: Multibanco, MB WAY and Payshop.
42752
gabrielmahia
mkopo-mcp Claim
MCP server for alternative credit scoring in Kenya — builds a 300–850 score fro…
N/A N/A
42753
AmOrFeU86
Enables searching and querying Spanish public subsidies and aids using the BDNS…
N/A N/A
42754
adityaarsharma
MCP server that connects AI agents to real YouTube channel analytics and SEO ma…
42755
QwertyBit-Ventures
company-data Claim
Read-only data on 3.9M Romanian companies: search, profiles, financials, status…
42756
sanjibani
Qualia MCP Claim
MCP server for the Qualia title and escrow platform, enabling you to talk to yo…
42757
isaac-dev0
hello-world Claim
A minimal MCP server deployable to Volken that exposes echo, add, and current_t…
42758
hernaninverso
Enables AI agents to register domains, prove ownership, queue security scans (h…
42759
Jamaluddin9
A simple program that helps you connect to many PostgreSQL databases at once, p…
N/A N/A
42760
adastra-labs
Enables tracking and monitoring of Capillus Bluetooth caps for treatment sessio…
N/A N/A
42761
osntak
CareerMate Claim
CareerMate is an MCP-first, local-only career management tool that stores your …
N/A N/A
42762
corpollc
Enables AI agents to explore and prototype Wyoming DAO LLC formation workflows …
81
42763
muaaa99-sketch
kabu-mcp Claim
A secure, read-only MCP server that connects Claude Desktop to TradingView Desk…
N/A N/A
42764
tskovlund
mcp-score Claim
AI-powered music notation server that lets you create and edit scores using nat…
N/A N/A
42765
Anicodeth
mega-mcp Claim
Turn any public MEGA folder into a knowledge source for Claude & other LLMs
42766
mambalabsdev
Enrich companies, discover hiring signals and find verified contacts in one act…
N/A N/A
42767
OverQuotaAI
MCP server implementation for ChatterBox.io, enabling AI agents to send bots to…
81
42768
getjavelin
ramparts Claim
A comprehensive security scanner for MCP servers with YARA rules and static ana…
86
42769
junter1989k-ai
Korea payments for AI agents — card, KakaoPay/NaverPay, 가상계좌 via Toss Payments.…
42770
Agentberg
agentberg Claim
Agent-to-agent trading intelligence exchange. Publish findings, vote on quality…
42771
carhaix
ProxVanta Claim
Access your ProxVanta AI setup: teams, contexts, workflows, tools, and more.
42772
ThinkCol
Bridges AI agents to the Lenx.ai social media monitoring API, enabling task man…
42773
JamesANZ
A Model Context Protocol (MCP) server that provides comprehensive video tools: …
N/A N/A
42774
meloliva14
Verity MCP Claim
MCP server exposing Verity's trust checks as tools (verify_fact, detect_injecti…
42775
royashbrook
Rebuilds the scores real systems run on you — credit, actuarial, lending — in t…
42776
sandraschi
AI-driven AR lens orchestrator for live OBS streams that enables control of Str…
N/A N/A
42777
mambalabsdev
Push enriched leads into an Instantly or Smartlead campaign, with ICP gating an…
N/A N/A
42778
iremaltunay55
Provide accurate and up-to-date weather information including current condition…
N/A N/A 95
42779
vladkarpman
MCP server for fast Android device interaction with scrcpy acceleration (~50ms …
N/A N/A 95
42780
saju-from-seoul
Saju from Seoul — Korean Four Pillars (사주) over MCP: compute 년·월·일·시 pillars, F…
81
42781
halim-23
Enables AI agents to interact with PostgreSQL databases through the Model Conte…
42782
vaheedsk36
An MCP server that designs multi-slide Instagram carousels as SVG, provides a l…
N/A N/A
42783
mpgharris
docker-mcp Claim
Wraps the Docker Engine API as MCP tools for container and image management. Re…
42784
MiaMia-Li
baby-gpt Claim
Exposes baby-gpt's tools (shell, filesystem, search, memory, GitHub integration…
N/A N/A
42785
mboya
A Model Context Protocol (MCP) server that integrates Safaricom's M-PESA Daraja…
N/A N/A
42786
NGS360
Exposes the NGS360 bioinformatics platform REST API as MCP tools, enabling AI a…
42787
NatLabRockies
Enables natural language interaction with OpenStudio building energy simulation…
42788
noderail Claim 1
Provenance and governance layer for AI-readable knowledge. NodeRail answers wha…
N/A N/A 81
42789
hyunlord
MCP server for automated Godot 4 game testing. Enables launching games, capturi…
N/A N/A
42790
Szotasz
An MCP server for the Billingo invoicing API (v3) that enables AI assistants li…
42791
benbjurstrom
Provides semantic search and keyword search over Obsidian notes, along with dir…
N/A N/A
42792
glygener
MCP server that enables querying GlyGen for summaries of proteins, glycans, sit…
42793
CSOAI-ORG
Translation Ai automation via MCP. Includes translate text, detect language, ch…
N/A N/A
42794
Osmansiddiquer
Provides access to Iconify's 200,000+ open source vector icons from 200+ icon s…
N/A N/A
42795
nille
Monitors boligportal.dk for new rental listings in Denmark. Provides tools to s…
N/A N/A
42796
jupiter-ai0211
Lets AI clients store, search, and summarize short notes about a codebase durin…
N/A N/A
42797
156554395
Enables image and video generation using BigModel AI's CogView and CogVideoX mo…
42798
Augmented-Nature
Enables natural language querying and analysis of KEGG biological databases, in…
42799
inclinedadarsh
Mounts an MCP server onto FastAPI to let AI agents inspect routes, endpoints, a…
42800
teodorio95-portofolio
An MCP server that wraps Trivy and Gitleaks to provide file system vulnerabilit…
N/A N/A
Showing 42751–42800 of 66534 servers
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