MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33788
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61201
emaxees
Enables controlling Ableton Live from Cursor using natural language commands fo…
— ○ ⏳ — N/A N/A — — —
61202
r-space-technology-ltd
rspace Claim
R.Space — the real estate OS for the UAE. The platform powers every side of th…
— ○ ⏳ — — — — 81 —
61203
unsoldgroup
A persistent local MCP relay that caches tool discovery, keeps upstream servers…
— ○ ⏳ — N/A N/A — — —
61204
a-earthperson
MCP server for integrating LightRAG with AI tools. Provides a unified interface…
— ○ ⏳ — N/A N/A — — —
61205
Gearotons
Drive open-source Gearotons M17 servomotors from natural language via an MCP se…
— ○ ⏳ — N/A N/A — — —
61206
Mutigen
packforge Claim
AI Agent Instruction Hub that orchestrates context-aware instruction packs for …
— ○ ⏳ — N/A N/A — — —
61207
kpfitzgerald
Enables AI applications to interact with Instagram Business accounts programmat…
— ○ ⏳ — N/A N/A — — —
61208
asgard-ai-platform
An MCP server for querying Taiwan company registry open data, enabling search b…
— ○ ⏳ — — — — — —
61209
joshdougall
memory-mcp Claim
Persistent, searchable, versioned memory for AI agents, backed by Valkey and ex…
— ○ ⏳ — — — — — —
61210
Gafoor2005
Enables AI assistants to perform intelligent browser automation with session-ba…
— ○ ⏳ — N/A N/A — — —
61211
nafwa03
specopt-mcp Claim
Enables prompt and code optimization using DSPy and MCP, with tools for optimiz…
— ○ ⏳ — N/A N/A — — —
61212
yanggf8
Wraps the Amazon Q CLI to enable MCP hosts to interact with Amazon Q's AI capab…
— ○ ⏳ — N/A N/A — — —
61213
goodtoknow-online
goodtoknow Claim
— ○ ⏳ — N/A N/A — 95 —
61214
kanishka-namdeo
Enables AI coding tools to interact with Electron applications for automated te…
— ○ ⏳ — N/A N/A — — —
61215
tools-mcp
Read-only vessel identity lookup, AIS-style positions, tracks, port calls, carr…
— ○ ⏳ — — — — — —
61216
zachspar
fred-mcp Claim
Enables querying and retrieving Federal Reserve Economic Data (FRED) including …
— ○ ⏳ — — — — — —
61217
salviz
Provides 23 tools for Google's Gemini API, enabling chat, multimodal analysis, …
— ○ ⏳ — N/A N/A — — —
61218
antonhofstader
Connects Claude to a running Autodesk Civil 3D instance via COM automation to p…
— ○ ⏳ — N/A N/A — — —
61219
chmald
Enables AI assistants to interact with Planka, a real-time Kanban board applica…
— ○ ⏳ — — — — — —
61220
kanishka089
realhands Claim
An MCP server that lets Claude operate your real computer by moving the actual …
— ○ ⏳ — N/A N/A — — —
61221
adamrdrew
Enables Claude to automate macOS applications, manage files, control music, sen…
— ○ ⏳ — N/A N/A — — —
61222
melihguven98
Enables interaction with the PeopleBox Applicant Tracking System (ATS) to manag…
— ○ ⏳ — — — — 81 —
61223
KAIpany
A tool designed to help users connect AI Agents with the Feishu/Lark platform, …
— ○ ⏳ — N/A N/A — 95 —
61224
CiscoDevNet
A community MCP server for Cisco Secure Access that exposes the Secure Access R…
— ○ ⏳ — — — — — —
61225
sdebruyn
CLI and MCP server for administering Microsoft Fabric Data Warehouses and SQL A…
— ○ ⏳ — — — — — —
61226
pipeworx-io
Enables querying the US Federal Register API for federal register documents and…
— ○ ⏳ — — — — — —
61227
garethbeaumo
Bridge between AI assistants and OriginLab, enabling data import, plotting, ana…
— ○ ⏳ — N/A N/A — — —
61228
jscottym
legal-mcp Claim
Enables US case law search, citation parsing, practice management via Clio, and…
— ○ ⏳ — — — — — —
61229
Kletternaut
ScopeMCP Claim
An MCP server that connects AI assistants to the Owon DS1102 oscilloscope, enab…
— ○ ⏳ — N/A N/A — — —
61230
sabbyanandan
Streams Apple Watch health metrics (HRV, sleep, heart rate, etc.) to Claude via…
— ○ ⏳ — N/A N/A — — —
61231
yar3333
A lightweight MCP server that bridges AI agents with a local ComfyUI instance t…
— ○ ⏳ — N/A N/A — — —
61232
xhae123
leafeep-mcp Claim
A quiz distribution and grading server for educators. Create exams, generate st…
— ○ ⏳ — — — — — —
61233
0xkaz
agent-bridge Claim
A Kanban board enabling AI agents and humans to collaborate on tasks through MC…
— ○ ⏳ — — — — — —
61234
malston
Provides order lookup, customer lookup, and refund issuance tools with categori…
— ○ ⏳ — N/A N/A — — —
61235
tksfjt1024
Thin MCP server wrapping the Gemini CLI for AI assistants, supporting workspace…
— ○ ⏳ — N/A N/A — — —
61236
sjgant80-hub
Provides MCP tools and resources for the foldkit SDK, enabling interaction with…
— ○ ⏳ — — — — — —
61237
uitkhoanna
An MCP server that statically audits Solidity smart contracts for common vulner…
— ○ ⏳ — — — — — —
61238
cupkappu
Enables AI assistants to read, write, and manage Obsidian notes, folders, and p…
— ○ ⏳ — N/A N/A — — —
61239
nsoult-agentic
mcp-voice Claim
Enables Claude to generate, rewrite, de-AI, and transform text into a specific …
— ○ ⏳ — N/A N/A — — —
61240
elcaiseri
A dual-mode MCP server and CLI agent for AI-powered tasks including weather, ne…
— ○ ⏳ — N/A N/A — — —
61241
joe-watkins
Scaffolds new MCP server projects with intelligent file analysis that auto-dete…
— ○ ⏳ — N/A N/A — 95 —
61242
lckx777
Provides 10 validation tools for direct response copywriting, including blind c…
— ○ ⏳ — N/A N/A — — —
61243
26Ritika
An MCP server that compares your resume against a job description using semanti…
— ○ ⏳ — N/A N/A — — —
61244
lightnow-ai
Lets local MCP clients use one LightNow-managed MCP entry instead of storing ev…
— ○ ⏳ — N/A N/A — — —
61245
cmagorian
TrainHeroic Claim
Allows for management of TrainHeroic Athlete accounts via MCP and the unofficia…
— ○ ⏳ — — — — — —
61246
gitayg
appcrane-mcp Claim
MCP connector for AppCrane that serves a bundled tool catalog for offline intro…
— ○ ⏳ — — — — — —
61247
SwarupRavi
Analyzes file access times, duplicates, and sizes to identify rarely used files…
— ○ ⏳ — N/A N/A — 95 —
61248
onthebrand
Search auto parts in Chile. Decode Chilean plates and VINs. 160K+ parts from ve…
— ○ ⏳ — — — — — —
61249
amichae2
Exposes a broad mathematics toolkit including symbolic algebra, calculus, numer…
— ○ ⏳ — N/A N/A — — —
61250
powergridiq
PowerGridIQ Claim
The PGIQ Rating as agent tools: where to site or schedule a large electricity l…
— ○ ⏳ — N/A N/A — — —
Showing 61201–61250 of 69070 servers