MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33805
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59501
seaworld008
High-value AI skills repository for Codex, Claude Code, OpenClaw, agents, promp…
— ○ ⏳ — N/A N/A — — —
59502
veg-salad
nutanix-mcp Claim
Enables querying Nutanix infrastructure (VMs, hosts, storage, alerts, etc.) usi…
— ○ ⏳ — N/A N/A — — —
59503
Probanza-ar
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
— ○ ⏳ — N/A N/A — — —
59504
nipunkhanderia
Enables version-controlled golden dataset management and semantic evaluation fo…
— ○ ⏳ — N/A N/A — — —
59505
securenow-ai
SecureNow Claim
Production security for Node.js apps: investigate live attacks, block IPs, tune…
— ○ ⏳ — — — — — —
59506
rahuljava2807
Pipes Claude Code session output into Claude Chat — no more copy-paste between …
— ○ ⏳ — N/A N/A — 95 —
59507
junter1989k-ai
Uruguay DGI e-Factura (CFE): AI agents submit signed sobres to DGI e-invoicing,…
— ○ ⏳ — — — — — —
59508
anomalyarmor-uib0
AnomalyArmor Claim
Data observability for AI agents. Query alerts, monitor freshness, investigate …
— ○ ⏳ — — — — 81 —
59509
adshaa
Bridges AI assistants to Salla e-commerce stores for natural language operation…
— ○ ⏳ — — — — — —
59510
CAST Dashboard MCP server for compliance, quality, and technical debt insights …
— ○ — N/A N/A — 64 —
59511
TanvirIslam-BD
A production-ready Model Context Protocol suite over Streamable HTTP providing …
— ○ ⏳ — — — — — —
59512
yuki777
MCP server for Signal Sciences (Fastly NGWAF) API, providing progressive disclo…
— ○ ⏳ — — — — — —
59513
neverinfamous
Deprecated Python-based PostgreSQL MCP server. Users should migrate to the new …
— ○ ⏳ — N/A N/A — — —
59514
tillo
Enables AI agents to protect, unprotect, and search sensitive data using Kustod…
— ○ ⏳ — — — — — —
59515 — ○ ⏳ — N/A N/A — 95 —
59516
fastmcp-me
Enables secure execution of whitelisted shell commands through MCP, with suppor…
— ○ ⏳ — N/A N/A — — —
59517
louchi1984-coder
Offloads expensive code reading, editing, and checking tasks to DeepSeek throug…
— ○ ⏳ — N/A N/A — — —
59518
context-you-keep
Enables AI-native task management using plain markdown files to create, update,…
— ○ ⏳ — — — — 81 —
59519
ryan-m-bishop
docrag Claim
Provides RAG (Retrieval Augmented Generation) access to technical documentation…
— ○ ⏳ — N/A N/A — 95 —
59520
gitbosung
MCP server for Korean public institution information, enabling AI clients to se…
— ○ ⏳ — N/A N/A — — —
59521
sharpTrick
Parley Claim
A transport-agnostic MCP seam for messages, context sharing, and task hand-off …
— ○ ⏳ — — — — — —
59522
genesis-bun
Minimal template for building Model Context Protocol servers with Bun and TypeS…
— ○ ⏳ — N/A N/A — — —
59523
bxetech
Consolidated Bitcoin market data for AI agents: BBO pricing, ML signals, fundin…
— ○ ⏳ — N/A N/A — 83 —
59524
OpenWeb-Ninja
Official MCP server for OpenWeb Ninja APIs - 40+ real-time web data and SERP AP…
— ○ ⏳ — N/A N/A — — —
59525
nrempel
Provides access to Yahoo Finance data including real-time stock quotes, histori…
— ○ ⏳ — — — — — —
59526
younis-ali
Facilitates structured, step-by-step problem-solving using the Model Context Pr…
— ○ ⏳ — N/A N/A — 95 —
59527
pma1999
simpson-mcp Claim
Search characters, episodes, and locations from The Simpsons by name and get de…
— ○ ⏳ — N/A N/A — 95 —
59528
atomno-labs
mcp-sudact Claim
Russian court practice (Sudact): case search by article, court, instance and da…
— ○ ⏳ — — — — — —
59529
junter1989k-ai
Taiwan payments (ECPay 綠界 + NewebPay 藍新) & e-invoices for AI agents. Stateless,…
— ○ ⏳ — — — — — —
59530
achromat-ai
Achromat MOM Claim
Recall and calibrate agent tool calls against verified policy lessons from Achr…
— ○ ⏳ — — — — — —
59531
nakulk02
Enables AI-powered analysis of IP assignment compliance, including gap detectio…
— ○ ⏳ — — — — — —
59532
SANDEEP-KR-MAHTO
A local MCP server providing text utilities, math functions, and a persistent t…
— ○ ⏳ — N/A N/A — — —
59533
skyphusion-labs
search-mcp Claim
Provides an MCP server with a search tool for agents, backed by Cloudflare AI S…
— ○ ⏳ — — — — — —
59534
browseagent
Enables AI agents to control web browsers through the Model Context Protocol, s…
— ○ ⏳ — N/A N/A — — —
59535
gamaze-labs
hicortex Claim
Shared memory for fleets of AI agents: nightly self-correction rewrites stale f…
— ○ ⏳ — N/A N/A — — —
59536
Soflutionltd
depsonar Claim
Comprehensive dependency audit MCP server supporting 9 languages and 23 tools f…
— ○ ⏳ — N/A N/A — 95 —
59537
Dusheh
23-in-1 developer utility toolkit — search, exchange rates, crypto, QR codes, a…
— ○ ⏳ — N/A N/A — 95 —
59538
jidehen
Enables flight search between airports using the Duffel API, returning flight o…
— ○ ⏳ — — — — 81 —
59539
jupyter-ai-contrib
A configurable MCP server extension for Jupyter Server that enables dynamic reg…
— ○ ⏳ — N/A N/A — — —
59540
stevebutterworth
changeflow Claim
AI-powered web monitoring. Track any website, get structured change intelligenc…
— ○ ⏳ — N/A N/A — 83 —
59541
Bros-AI
Wedding provider directory, gift ideas, and a couple's own wedding plan behind …
— ○ ⏳ — — — — — —
59542 — ○ ⏳ — N/A N/A — 95 —
59543
KxSystems
Enables interaction with KDB.AI through natural language for vector database op…
— ○ ⏳ — — — — — —
59544
zackbissell
A server that acts as a bridge between Claude and local Xcode projects, enablin…
— ○ ⏳ — N/A N/A — 95 —
59545
shafeequealipt-dotcom
Enables grounding AI responses in a local document corpus by exposing MCP tools…
— ○ ⏳ — N/A N/A — — —
59546
pubspro
Search PubMed and summarize biomedical literature, designed for AI health agent…
— ○ ⏳ — — — — — —
59547
angelina10504
Provides AI agents with Indian fintech utilities including IFSC bank lookups, P…
— ○ ⏳ — N/A N/A — — —
59548
AppmanAI-com
AppmanAi Claim
App Store & Google Play data for ASO: keywords, rankings, charts, reviews in 10…
— ○ ⏳ — — — — — —
59549
degibug-del
laserbrain Claim
Enables AI to sense, tend, and communicate with a continuous weather field simu…
— ○ ⏳ — N/A N/A — — —
59550
j2h4u
Exposes Enji Guard access and compact report metadata to local tools via an MCP…
— ○ ⏳ — N/A N/A — — —
Showing 59501–59550 of 69093 servers