MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 2 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61301 |
Provides 170+ tools to manage UniFi networks via the internal controller API, e…
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| 61302 |
Background Process MCP
Claim
Enables LLMs to start, stop, and monitor long-running command-line processes in…
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| 61303 |
vyazen
Claim
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| 61304 |
KEIRO MCP Server
Claim
Enables AI agents to perform real-time web searches, deep research, content ext…
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| 61305 |
LLM Wiki MCP
Claim
MCP server for persistent, compounding markdown wikis maintained by LLMs. Enabl…
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| 61306 |
This is upgrade of hi-ai mcp server converted into english, also all unuse var…
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| 61307 |
filevine-mcp
Claim
MCP server for Filevine that enables natural language interaction with legal ca…
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| 61308 |
Harpia Omnichannel MCP
Claim
Um servidor MCP omnichannel que integra WhatsApp, LLM, bancos de dados e edge a…
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| 61309 |
temporal-invoice-mcp
Claim
Enables managing invoice workflows using Temporal, allowing submission, approva…
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| 61310 |
Enables connection to PostgreSQL databases for EC solution platforms to query a…
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| 61311 |
Enables LLMs to manage Clerk applications, domains, application transfers, inst…
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| 61312 |
tangOS Console
Claim
Exposes a repo's decompilation tools as an MCP server, allowing AI to drive the…
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| 61313 |
GitCode MCP Server
Claim
MCP server for the GitCode API, enabling AI assistants to interact with GitCode…
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| 61314 |
AgentNDX
Claim
Search and discover MCP servers, A2A agents, and x402-enabled services. The age…
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| 61315 |
Google Ads MCP Server
Claim
Provides read-only access to Google Ads account data including campaigns, ad gr…
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| 61316 |
bazel-mcp
Claim
A local MCP server that exposes Bazel build system capabilities to AI assistant…
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| 61317 |
Enables dynamic persona injection and post-processing for LLM conversations thr…
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| 61318 |
centralita-vpbx-mcp
Claim
MCP server for vpbx.me virtual PBX, enabling assistants to access telephony fea…
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| 61319 |
kitepass-mcp
Claim
Enables LLMs to query Kite Passport user info, sessions, wallet balance, and ba…
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| 61320 |
Enables external reconnaissance activities including DNS enumeration, subdomain…
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| 61321 |
flin-meta-ads-mcp
Claim
Read-only MCP server for Meta Ads that lists and reads ad accounts, campaigns, …
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| 61322 |
news-monitor-mcp
Claim
MCP server for global news monitoring, media analysis and sentiment tracking vi…
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| 61323 |
A high-performance memory management system for AI agents with 200+ tools inclu…
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| 61324 |
tiktok-viral-factory
Claim
Enables automated generation and publishing of TikTok Shop Affiliate videos usi…
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| 61325 |
PLUR
Claim
Open, local-first engram memory for AI agents: read, correct, and delete what y…
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| 61326 |
virtualization-mcp
Claim
Enables AI assistants to manage virtual machines, sandboxes, and dev environmen…
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| 61327 |
impart-mcp
Claim
An agent orchestration layer that wraps expert agents as MCP tools, enabling in…
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| 61328 |
Math MCP Server
Claim
A Model Context Protocol server that exposes 8 mathematical tools (arithmetic, …
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| 61329 |
Langclaw CROO Agent
Claim
A paid callable research agent that provides source-backed reports, onchain int…
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| 61330 |
dora-mcp
Claim
Multi-model AI image and video generator. 14 models behind one OAuth-secured MC…
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| 61331 |
Martin Loop
Claim
Governed MCP server for AI coding agents with budgets, verifier gates, and insp…
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| 61332 |
docu-scan by SPOCONT
Claim
Extract specified key-values and all recognizable structured data from .pdf usi…
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| 61333 |
GitHub PR MCP Server
Claim
Automates GitHub Pull Request analysis using AI, integrating webhooks, OpenAI, …
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| 61334 |
google-search-console
Claim
Enables querying Google Search Console data, including search analytics, indexi…
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| 61335 |
MCP Character Counter
Claim
Provides detailed character analysis for text, counting total characters, chara…
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| 61336 |
An MCP server that exposes tools for Taiwan's ezPay e-invoice lifecycle, enabli…
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| 61337 |
doorvault-mcp
Claim
Enables AI assistants to analyze rental property deals using DoorVault IDEAL Sc…
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| 61338 |
Cloudways MCP Server
Claim
Enables AI assistants to manage Cloudways infrastructure, including servers, ap…
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| 61339 |
Fluduro
Claim
A personality-to-flower quiz application with MCP tools for interactive widgets…
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| 61340 |
baselight
Claim
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| 61341 |
A remote MCP server that lets AI agents build, run, and manage Automat RPA work…
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| 61342 |
Enables SAP ABAP development workflows including ADT login, object search, read…
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| 61343 |
Enables AI agents to accurately parse, format, and convert time durations and m…
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| 61344 |
Things Cloud MCP
Claim
MCP server that gives AI agents read/write access to your Things3 tasks via the…
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| 61345 |
App Adapter
Claim
An MCP server that translates human GUI actions into machine-executable command…
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| 61346 |
openstudio-mcp
Claim
Enables natural language interaction with OpenStudio building energy simulation…
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| 61347 |
MCP server for Android device automation via ADB, enabling screen control, phon…
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| 61348 |
Warpcast MCP Server
Claim
Enables interaction with Warpcast (Farcaster) through Claude, allowing users to…
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| 61349 |
supabase-mcp-server
Claim
Supabase MCP Server for managing and creating projects and organisations in Sup…
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| 61350 |
AgentScore
Claim
Trust scoring for AI agents via MCP. Check any agent's reputation before transa…
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