MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52301
axel-belfort
Funding arbitrage scanner API for AI agents. Scan cross-venue funding rate spre…
81
52302
0xjesus
screenwright Claim
Enables users to create subtitled tutorial videos by scripting browser interact…
N/A N/A
52303
zrszrszrs
zz Claim
N/A N/A 95
52304
ashleyevz89-hue
Enables AI agents to store, retrieve, and self-improve procedural memories (les…
N/A N/A
52305
edudutra
mcp-tableau Claim
MCP server that automates the publishing and validation of Tableau workbooks an…
N/A N/A
52306
igalarzab
MCP server for checking historical weather data for cities using OpenWeather AP…
52307
LLL-404
A MCP server that enables AI assistants to control Android devices via ADB, sup…
N/A N/A
52308
eleanorreem
email Claim
A Model Context Protocol (MCP) server that enables Claude Desktop to manage ema…
N/A N/A
52309
PierpyRenda
MCP server for EU AI Act compliance analysis — classify any AI system or workfl…
N/A N/A
52310
mateotiedra
Enables managing Wix Bookings courses and searching participants through the Wi…
N/A N/A
52311
chals-go
Enables AI assistants to discover and invoke KakaoCloud OpenAPI endpoints for m…
52312
omnier
Omnier CRM Claim
The CRM built for agents. Give your agent the CRM and go talk to people https:/…
81
52313
IDTitanium
clippy Claim
AI agents can Create rooms and store/retrieve text and images, and hand link to…
52314
HEPData
hepdata-mcp Claim
Enables discovery of HEPData records, tables, and data access with read-only op…
52315
VZilvinskus
Enables Claude to monitor CPU, memory, disk, processes, network connections, Do…
N/A N/A
52316
zueai
An MCP server that visually reviews UI edit requests by comparing screenshots b…
N/A N/A 95
52317
KeyserDSoze
Enables local-first book writing with AI assistance, allowing users to scaffold…
52318
mailgo
AI-powered cold email campaign management through Model Context Protocol (MCP).
81
52319
marian-kamenistak
Engineering leadership benchmarks, 1:1 playbooks, developer value calculator. 3…
52320
unitedideas
ActableSite Claim
Audit public websites and retrieve an explicit $19 repair-report offer.
52321
guycochran
Enables natural language control of DaVinci Resolve, allowing Claude to browse …
52322 N/A N/A 95
52323
alpernae
Enables MCP clients like Claude and Codex to interact with HackerOne's API to l…
52324
anrawool
Manage Subscribers, Broadcasts, Sequences, Automations, and reporting in Mailri…
52325
epe105
MCP server for interacting with NetBox API, enabling users to query and manage …
N/A N/A
52326
mcpware
Enables document Q&A with grounded citations using the official Gemini File Sea…
52327
zaharajabeen13-create
Author rules from policy docs, then decide: a Rete engine gives the verdict, an…
52328
vannet
GotFreeFax Claim
Send free or paid faxes to US/Canada from Claude, ChatGPT, and other AI agents.
52329
TOT-Concept
Multi-LLM entity enrichment: schemas, single/batch enrichment, fusion, model be…
52330
elphiene
A read-only MCP server that lets Claude read and search emails from Thunderbird…
N/A N/A
52331
Hickey01
Hickey_MCP Claim
Personal MCP server for Snowflake and Tableau integration, enabling SQL queries…
52332
khadin-akbar
Humanize AI generated content to bypass all ai detectors
N/A N/A 95
52333
fcfrasca
A decentralized 32×32 pixel-war execution grid for autonomous AI agents on Base…
81
52334
AIOProductOS
AIOProductOS: revenue, feedback, work and analytics on one customer record. 71 …
67
52335
waggle-sensor
A Model Context Protocol (MCP) server for interacting with the Sage Grande Test…
52336
Zeke-777
A Word document processing MCP server that exposes a single tool (docx_process)…
N/A N/A
52337
mgmonteleone
An MCP server that integrates with the Pylon API, providing 38 tools for user m…
52338
code-lawyer
A local-first document retrieval engine that mounts as an MCP tool for agents t…
N/A N/A
52339
CSOAI-ORG
pci-dss-mcp Claim
pci-dss-mcp MCP server by MEOK AI Labs
N/A N/A
52340
weihang1258
An MCP server that bridges LLM platforms with multiple socket_server targets, e…
52341
atoncooper
auto-om Claim
A comprehensive MCP server for Linux automation operations management, providin…
52342
iamevandrake
Analyze any company's identity. Get a Soul Score, dimension scores, a soul.md, …
N/A N/A 83
52343
sbs1003
sbs_mcp_1010 Claim
N/A N/A 95
52344
TamalAdebisi
Provides AI agents with access to PhaseFolio's biotech rNPV and probability-of-…
52345
Abba-Baba
An MCP server providing 46 tools for A2A commerce discovery, agent orchestratio…
52346
judas-priest
VecMory Claim
An MCP server that provides AI agents with a contextual memory system, storing …
52347
IQAIcom
Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing …
N/A N/A
52348
skjortan23
Enables management and analysis of AWS security groups, S3 buckets, and VPC con…
52349
v-clinic
Enables AI agents to manage virtual clinic data including patients, visits, dia…
N/A N/A
52350
ReadyAPIs-com
Ready APIs Claim
MCP tools for geo, email, phone, company, DNS, FX, equities, weather, tax, econ…
Showing 52301–52350 of 66502 servers