MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34084
Scored
→
2112
Verified
→
16953
Complete

Last updated 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36601
krtw00
A lightweight and fast MCP server that enables AI agents to efficiently discove…
— ○ ⏳ — — — — 81 —
36602
cuongpo
A backend service that enables seamless interaction with the Rootstock blockcha…
— ○ ⏳ — N/A N/A — 95 —
36603
miniaccountant
Invoicing, expenses, accounting analytics. OAuth 2.1 dynamic client registratio…
— ○ ⏳ — — — — — —
36604
Imageomics
SongSage Claim
SongSage is a Model Context Protocol (MCP) server that connects BirdNET-Analyze…
— ○ ⏳ — N/A N/A — — —
36605
augmentedstartups
Delivers up-to-date computer vision and GenAI knowledge to AI assistants via a …
— ○ ⏳ — — — — — —
36606
kolonialno
oda-mcp Claim
Enables agentic grocery shopping on Oda (Norway) and Mathem (Sweden) platforms …
— ○ ⏳ — — — — 81 —
36607
sargonpiraev
Enables AI assistants to interact with the GitLab API, providing over 1000 tool…
— ○ ⏳ — N/A N/A — — —
36608
BillShiyaoZhang
Enables AI agents to fetch emails from local Apple Mail accounts and mailboxes,…
— ○ ⏳ — N/A N/A — — —
36609
AKSHAYBITLINGU
Tracks and manages personal expenses with tools to add, view, filter by categor…
— ○ ⏳ — N/A N/A — — —
36610
maverickworks
3Min API Claim
Create and manage API endpoints without backend development. **Features:** - B…
— ○ ⏳ — — — — 81 —
36611
default-anton
A Model Context Protocol server that provides a scratchpad tool for LLMs to org…
— ○ ⏳ — N/A N/A — — —
36612
pradeepmisal
Enables AI clients to interact with Autodesk Revit for building design, editing…
— ○ ⏳ — N/A N/A — — —
36613
jasonkim8652
An MCP server that gives LLM agents access to computational protein design tool…
— ○ ⏳ — — — — — —
36614
uofuonye
regulatory Claim
Live US federal and state regulatory changes and grant programs, every result c…
— ○ ⏳ — — — — — —
36615
javeo2022
Enables Claude Code to directly manage WordPress sites via natural language, in…
— ○ ⏳ — N/A N/A — — —
36616
N3N-Seoul
Index your documents in Milvus for fast semantic search. Retrieve the most rele…
— ○ ⏳ — N/A N/A — 95 —
36617
carlwestman
MCP server that exposes the Borsdata financial data API as tools and resources …
— ○ ⏳ — N/A N/A — — —
36618
Invompt
Invompt MCP Claim
Enables users to interact with Invompt's public invoice API to draft and create…
— ○ ⏳ — — — — 81 —
36619
RamyaChinnadurai
AgentMash Claim
All your bookmarks in one library. Share them with your AI agents. Read-only se…
— ○ ⏳ — — — — — —
36620
rzippert
libvirt-mcp Claim
Enables management of KVM/QEMU virtual machines on remote libvirt hosts via SSH…
— ○ ⏳ — N/A N/A — — —
36621
muhammadyusuf-kurbonov
utel-mcp Claim
An MCP server that wraps the UTEL IP-telephony REST API as MCP tools, enabling …
— ○ ⏳ — — — — — —
36622
zstackio
Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs…
— ○ ⏳ — — — — — —
36623
asgard-ai-platform
mcp-cwa Claim
Provides read-only access to Taiwan's Central Weather Administration (CWA) Open…
— ○ ⏳ — — — — — —
36624
yamo-protocol
Enables LLMs to interact with the YAMO Blockchain, including reading lesson mem…
— ○ ⏳ — — — — — —
36625
ReneKrewinkel
MCP server that exposes the atomic-bomb tool for generating project scaffolding…
— ○ ⏳ — N/A N/A — — —
36626
jamalla
Provides 7 tools for weather (geocoding, current conditions) and country data (…
— ○ ⏳ — — — — — —
36627
Marcin-Stanczyk
brain-mcp Claim
A local MCP server that acts as long-term memory for AI coding assistants, stor…
— ○ ⏳ — N/A N/A — — —
36628
ZeroTian
Enables AI assistants to control Aseprite for creating pixel art and animated s…
— ○ ⏳ — — — — — —
36629
tinyc0der
MCP server that enables accessing Jira and Confluence using browser cookies cap…
— ○ ⏳ — N/A N/A — 95 —
36630
daniel3303
Equibles Claim
Self-hosted financial data terminal for AI agents. Scrapes and serves SEC filin…
— ○ ⏳ — — — — — —
36631 — ○ ⏳ — N/A N/A — 95 —
36632
bill-kopp-ai-dev
Percival Ubuntu is a security-focused MCP server for safe Ubuntu operations, op…
— ○ ⏳ — N/A N/A — — —
36633
TitianFunke
Enables interaction with The Things Industries LoRaWAN platform via MCP tools, …
— ○ ⏳ — N/A N/A — — —
36634
rust84
Provides tools to query a local database of real-world Helm deployment examples…
— ○ ⏳ — N/A N/A — — —
36635
VrtxOmega
Omega Stenographer MCP is the passive observation layer of the VERITAS & Sovere…
— ○ ⏳ — N/A N/A — — —
36636
ad0750
regintel-mcp Claim
MCP server for the RegIntel API: regulatory data across 41 jurisdictions, 212 r…
— ○ ⏳ — N/A N/A — — —
36637
recohut
RecoSearch Claim
A deterministic MCP server that governs read-only queries across multiple data …
— ○ ⏳ — — — — — —
36638
ismailrz
An AI-powered travel planner MCP server enabling flight and hotel search, weath…
— ○ ⏳ — — — — — —
36639
moustafaezzeldeen-73
Gemini MCP Claim
Remote MCP server that exposes Google Gemini's text, image, video (Veo), and au…
— ○ ⏳ — — — — — —
36640
code-lawyer
A local-first document retrieval engine that mounts as an MCP tool for agents t…
— ○ ⏳ — N/A N/A — — —
36641
dirkknibbe
Enables AI agents to perceive and interact with web interfaces by extracting a …
— ○ ⏳ — N/A N/A — — —
36642
avansaber
seo-monster Claim
SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrU…
— ○ ⏳ — N/A N/A — — —
36643
good-gis
Enables managing Docker containers (run, list, stop, remove, view logs) through…
— ○ ⏳ — N/A N/A — — —
36644
HLH2023
Local + remote terminal interaction control MCP Server. Lets AI agents control …
— ○ ⏳ — N/A N/A — — —
36645
lennney
Free multi-source search for AI agents with multi-source verification, token sa…
— ○ ⏳ — — — — — —
36646
ejsinfuego
A local MCP server for AI assistants to store and retrieve personal memories on…
— ○ ⏳ — N/A N/A — — —
36647
PHUICMT
sarup Claim
Enables context compression for Claude Code with Thai language support, reducin…
— ○ ⏳ — N/A N/A — — —
36648
Imanity-Software
MCP server that reads Spark profiler files to give accurate Minecraft server tu…
— ○ ⏳ — N/A N/A — — —
36649
Sahib-Sawhney-WH
Provides a secure gateway to the Dynamics 365 F\&O OData API, enabling LLMs and…
— ○ ⏳ — — — — — —
36650
MohamedElashri
An MCP server and CLI tool that allow LLMs to interact with CERN ROOT files.
— ○ ⏳ — — — — — —
Showing 36601–36650 of 69448 servers
« Prev 1 … 731 732 733 734 735 … 1389 Next »