MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60851
bitlabsdevteam
Enables AI agents to securely query governed Snowflake data and use Cortex AI t…
81
60852
kiro0x
five-mcp Claim
LLM character consistency engine — generates structured JSON constraints from 4…
N/A N/A
60853
chrischall
viator-mcp Claim 1
MCP server for the Viator Partner API that enables searching tours, activities,…
81
60854
subzone
A local knowledge graph MCP server that provides AI agents with permanent, stru…
N/A N/A
60855
ivangr1
walletap Claim
Issue and manage Apple Wallet & Google Wallet passes from any AI assistant.
N/A N/A 83
60856
popstas
MCP server for storing and safely auto-filling tabular data. Enables AI agents …
60857
geraservicesuk
GeraPersona MCP — voice/personality skin marketplace for robots and AI agents (…
N/A N/A 83
60858
hmkim
Automates visitor reservations for the Centerfield building by registering gues…
60859
moigomes
Enables secure interaction with Microsoft SQL Server databases, allowing schema…
N/A N/A
60860
EnmaSuamkf
mcp-flowise Claim
Exposes local Flowise chatflows as MCP tools, enabling listing and running chat…
N/A N/A
60861
AimanFadillah
mcp-database Claim
Read-only MySQL/MariaDB MCP server for running SELECT queries safely, with auto…
60862
XENOMORPH0
Enables LLM agents to analyze portfolios and execute orders on the Indian stock…
60863
De-Cri
Scrooge Claim
Provides AI coding agents with pre-edit situational awareness by combining stru…
N/A N/A
60864
yogsoth-ai
medrxiv-mcp Claim
MCP server that turns a medRxiv DOI into clean markdown full text and provides …
N/A N/A
60865
SmartRoot7
Free verified network knowledge for AI agents: deterministic answers, honest un…
60866
audioeye
Scans live pages with the AudioEye rules engine and maps accessibility issues t…
N/A N/A
60867
Baneado98
Quick-scan a smart contract for rug, honeypot, or centralization risk before se…
60868
pipeworx-io
mcp-diff Claim
Computes line-level diffs between two texts, returning added/removed lines and …
60869
easynodexyz
MCP server enabling AI agents to purchase VPS and blockchain node products usin…
N/A N/A
60870
dwgx
Comprehensive MCP server for Blender with 308 tools across 25 modules, enabling…
N/A N/A
60871
ThoBustos
Quizz MCP Claim
Enables Claude to generate interactive quizzes from conversations to test under…
N/A N/A
60872
stella555359
Indexes Robot Framework and Python files from robotws, stores metadata in SQLit…
N/A N/A
60873
cherryaugusta
A Windows-first Python MCP server for Gmail that reads unread emails and create…
N/A N/A
60874
Buxiulei
nbdpsy-mcp Claim
MCP server for managing Xiaohongshu (Little Red Book) account matrix operations…
60875
ahmetakyurt
zipmem-mcp Claim
local-first long-term memory for MCP agents (no DB, no API keys)
N/A N/A
60876
sbs1003
sbs_mcp_1010 Claim
N/A N/A 95
60877
nagayon-935
Enables AI agents to autonomously manage network devices using Nornir, supporti…
60878
MCP server for querying PostgreSQL databases
N/A N/A 81
60879
lakshmidevi2016
A modular MCP server exposing tools for integrating with services like GitHub, …
60880
tharindumendis
Enables AI agents to send and receive messages, media, and files on Telegram, a…
81
60881
docnova-ai
docnova-mcp Claim
MCP server for e-invoice platforms. Enables natural language querying of invoic…
60882
vkuprin
site-spy Claim 1
MCP server for Site Spy — lets AI agents monitor websites for changes
N/A N/A 83
60883
nima-karami
Exposes Nima Karami's curated, public-safe career history. Allows AI to select …
60884
advanced-security
Enables AI-assisted development of CodeQL queries for security analysis through…
N/A N/A
60885
blackswanwtf
Enables AI agents to access real-time crypto risk intelligence with two tools: …
60886
MohsenMousaviEyeline
mcp-fal Claim
An MCP server that exposes Fal.ai generative media models as tools for image an…
60887
ragalgo
mcp--server Claim
N/A N/A 95
60888
Ithura
mcp Claim
Manage tasks, sprints, projects, and wiki pages in your Ithura workspace.
N/A N/A
60889
Chillwind132
Remote Linux operations via SSH, exposed as an MCP server, with tools for files…
60890
M-Samuel
Exposes a hardened Docker container with Kali Linux security tools (nmap, sqlma…
60891
199-biotechnologies
engram Claim
Gives AI persistent personal memory with hybrid search, temporal decay, and kno…
60892
juergenkoller-software
inkra-mcp Claim
MCP bridge for [Inkra](https://store.juergenkoller.software/en/apps/inkra) — na…
N/A N/A
60893
clauxel
Remote MCP for Gemini upgrade evals, prompt regressions, output diffs, and eval…
60894
AranNomante
Enables querying ClickHouse databases using natural language with AI models, su…
60895
CSOAI-ORG
AI-powered translator pro ai MCP server for agents. Supports translate text, de…
N/A N/A 95
60896
johanthoren
Enables AI agents to interact with the ParrotScribe transcription service on ma…
N/A N/A
60897
Nhuajia
Exposes RAG-related tools (query_knowledge_hub, list_collections, get_document_…
N/A N/A
60898
aixsignal
Hello Claim
Greet anyone with a friendly, personalized hello. Create quick salutations for …
N/A N/A 95
60899
asoatlas
ASO Atlas Claim
App Store keyword research, rank tracking and App Store Connect performance for…
60900
ouvreboite
Lightweight MCP server to access any API using their OpenAPI specification. Sup…
81
Showing 60851–60900 of 67286 servers