MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61301
sevaepsteyn
Provides 170+ tools to manage UniFi networks via the internal controller API, e…
N/A N/A
61302
waylaidwanderer
Enables LLMs to start, stop, and monitor long-running command-line processes in…
N/A N/A
61303
akshat
vyazen Claim
N/A N/A 95
61304
Neptaverse
Enables AI agents to perform real-time web searches, deep research, content ext…
61305
lelantvaris
LLM Wiki MCP Claim
MCP server for persistent, compounding markdown wikis maintained by LLMs. Enabl…
61306
@ssdeanx
ssd-ai Claim
This is upgrade of hi-ai mcp server converted into english, also all unuse var…
N/A N/A 95
61307
RosenAdvertising
filevine-mcp Claim
MCP server for Filevine that enables natural language interaction with legal ca…
61308
raiffhigor
Um servidor MCP omnichannel que integra WhatsApp, LLM, bancos de dados e edge a…
81
61309
Aslan11
Enables managing invoice workflows using Temporal, allowing submission, approva…
N/A N/A
61310
cafe24-wjsong
Enables connection to PostgreSQL databases for EC solution platforms to query a…
81
61311
thiskevinwang
Enables LLMs to manage Clerk applications, domains, application transfers, inst…
61312
tangosdev
Exposes a repo's decompilation tools as an MCP server, allowing AI to drive the…
N/A N/A
61313
ZoroPoskai
MCP server for the GitCode API, enabling AI assistants to interact with GitCode…
61314
jl-3044
AgentNDX Claim
Search and discover MCP servers, A2A agents, and x402-enabled services. The age…
81
61315
RustamFaskhutdzinau
Provides read-only access to Google Ads account data including campaigns, ad gr…
61316
saeid-rez
bazel-mcp Claim
A local MCP server that exposes Bazel build system capabilities to AI assistant…
N/A N/A
61317
Tsukigakure-gawa
Enables dynamic persona injection and post-processing for LLM conversations thr…
N/A N/A
61318
DerechoVirtual
MCP server for vpbx.me virtual PBX, enabling assistants to access telephony fea…
61319
gnanam1990
kitepass-mcp Claim
Enables LLMs to query Kite Passport user info, sessions, wallet balance, and ba…
N/A N/A
61320
naebo
Enables external reconnaissance activities including DNS enumeration, subdomain…
N/A N/A
61321
flin-agency
Read-only MCP server for Meta Ads that lists and reads ad accounts, campaigns, …
61322
malkreide
MCP server for global news monitoring, media analysis and sentiment tracking vi…
61323
marc-shade
A high-performance memory management system for AI agents with 200+ tools inclu…
N/A N/A
61324
Vanszs
Enables automated generation and publishing of TikTok Shop Affiliate videos usi…
61325
plur-ai
PLUR Claim
Open, local-first engram memory for AI agents: read, correct, and delete what y…
N/A N/A
61326
sandraschi
Enables AI assistants to manage virtual machines, sandboxes, and dev environmen…
N/A N/A 95
61327
J3n5en
impart-mcp Claim
An agent orchestration layer that wraps expert agents as MCP tools, enabling in…
N/A N/A
61328
YasogaN
A Model Context Protocol server that exposes 8 mathematical tools (arithmetic, …
N/A N/A
61329
Langclaw-AI-CROO
A paid callable research agent that provides source-backed reports, onchain int…
61330
Saga-Labs
dora-mcp Claim
Multi-model AI image and video generator. 14 models behind one OAuth-secured MC…
61331
Keesan12
Martin Loop Claim
Governed MCP server for AI coding agents with budgets, verifier gates, and insp…
N/A N/A
61332
hello-3ubk
Extract specified key-values and all recognizable structured data from .pdf usi…
81
61333
AAAxianyu
Automates GitHub Pull Request analysis using AI, integrating webhooks, OpenAI, …
61334
sofianbettayeb
Enables querying Google Search Console data, including search analytics, indexi…
N/A N/A
61335
MCP-Mirror
Provides detailed character analysis for text, counting total characters, chara…
N/A N/A 95
61336
asgard-ai-platform
An MCP server that exposes tools for Taiwan's ezPay e-invoice lifecycle, enabli…
61337
cavasotti
Enables AI assistants to analyze rental property deals using DoorVault IDEAL Sc…
61338
ayaz
Enables AI assistants to manage Cloudways infrastructure, including servers, ap…
61339
mak2506
Fluduro Claim
A personality-to-flower quiz application with MCP tools for interactive widgets…
N/A N/A
61340
jsoares
baselight Claim
N/A N/A 95
61341
AutomatAI
A remote MCP server that lets AI agents build, run, and manage Automat RPA work…
61342
Dante-tx
Enables SAP ABAP development workflows including ADT login, object search, read…
N/A N/A 95
61343
vinkius-labs
Enables AI agents to accurately parse, format, and convert time durations and m…
61344
nkootstra
MCP server that gives AI agents read/write access to your Things3 tasks via the…
61345
codenoob-jacky
App Adapter Claim
An MCP server that translates human GUI actions into machine-executable command…
N/A N/A
61346
NatLabRockies
Enables natural language interaction with OpenStudio building energy simulation…
61347
wilsonbeam
MCP server for Android device automation via ADB, enabling screen control, phon…
N/A N/A
61348
MCP-Mirror
Enables interaction with Warpcast (Farcaster) through Claude, allowing users to…
81
61349
joshuarileydev
Supabase MCP Server for managing and creating projects and organisations in Sup…
N/A N/A 95
61350
agentscore-xyz
AgentScore Claim
Trust scoring for AI agents via MCP. Check any agent's reputation before transa…
N/A N/A 95
Showing 61301–61350 of 67286 servers