MCP Server Quality Scores

Independent quality analysis of 48935 public MCP servers

48935
Discovered
29690
Scored
2112
Verified
16952
Complete

Last updated 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
19151
verygoodplugins
MCP Pirsch Claim
Pirsch Analytics with natural language queries and trend analysis
A 89 33 90 N/A N/A 81 95
19152
ariffazil
arifOS MCP Server Claim
Provides a constitutional governance framework for AI agents, offering 13 MCP t…
A 89 33 90 80 95
19153
s9hn
Converts Figma to Markdown. Strips out visual noise to drastically reduce LLM t…
A 89 33 90 N/A N/A 79 95
19154
safiyu
kontexta Claim
A local-first MCP server that gives AI coding agents persistent memory and cont…
A 89 33 90 N/A N/A 80 95
19155
Glade-tool
glade-mcp-unity Claim
Connect any MCP-compatible AI client (Claude Code, Cursor, Windsurf) to your Un…
A 89 33 100 N/A N/A 63 95
19156
thetahealth
mirobody Claim
Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.
A 89 33 90 N/A N/A 78 95
19157
studiomeyer-io
local-memory-mcp Claim
Description: Persistent local memory for Claude, Cursor and Codex. 13 MCP tools…
A 89 33 90 N/A N/A 81 95
19158
TheKingHippopotamus
GOLEM-3DMCP-Rhino- Claim
GOLEM-3DMCP implements the Model Context Protocol to give AI agents direct, pro…
A 89 33 90 N/A N/A 80 95
19159
Bpolat0
AtlasMemory Claim 1
Turn any codebase into an AI-readable neural map — with proof. Every claim link…
A 89 33 90 N/A N/A 79 95
19160
aflsolutions
ShadowGit MCP Server Claim 1
Provides AI assistants with secure, read-only access to ShadowGit repositories …
A 89 33 100 N/A N/A 61 95
19161
RonieNeubauer
cli2mcp Claim
Wrap any CLI as a Model Context Protocol server - schema auto-inferred from --h…
A 89 33 84 N/A N/A 88 95
19162
delimit-ai
API governance for AI coding assistants. Breaking changes, policies, cross-mode…
A 89 33 84 N/A N/A 88 95
19163
mattheworiordan
remi Claim
Apple Reminders CLI and MCP server with section support and iCloud sync — the o…
A 89 33 90 N/A N/A 78 95
19164
keshrath
agent-discover Claim
MCP server registry and marketplace that enables dynamic discovery, installatio…
A 89 33 94 N/A N/A 72 95
19165
AgentSafe-AI
Scans MCP servers for prompt injection, data exfiltration, and privilege escala…
A 89 33 92 N/A N/A 78 95
19166
can4hou6joeng4
boss-agent-cli Claim 1
BOSS Zhipin recruitment workflow for AI agents. 49 MCP tools for job search, we…
A 89 33 84 N/A N/A 90 95
19167
DigiCatalyst-Systems
dep-diff-mcp Claim
Translates a lockfile diff into a human-readable upgrade plan for npm and PyPI.
A 89 33 90 N/A N/A 81 95
19168
GuyMannDude
Mnemo Cortex Claim
Persistent semantic memory for AI agents — hybrid SQLite + FTS5 with DAG-based …
A 88 33 88 N/A N/A 79 95
19169
fentz26
envcp Claim 1
Encrypted environment variable vault with AI access policies, keeping secrets s…
A 88 33 94 N/A N/A 70 95
19170
1luvc0d3
metabase-mcp Claim
MCP server connecting Claude to Metabase with 28 tools for natural language dat…
A 88 33 88 N/A N/A 77 95
19171
aicayzer
MCP server and CLI for the UK Companies House API. Search, filings, officers, d…
A 88 33 94 N/A N/A 84 83
19172
Mibayy
token-savior Claim
Structural codebase MCP server — navigate and edit code by symbol name, not raw…
A 88 33 96 N/A N/A 83 83
19173
mehmetnadir
cdpilot Claim
Zero-dependency browser automation CLI. 70+ commands, 10 test assertions, smart…
A 88 33 90 N/A N/A 75 95
19174
AshwanthramKL
whoop-mcp Claim 2
Read-only WHOOP v2 data for MCP clients, with local SQLite cache and CSV/JSONL/…
A 88 33 94 N/A N/A 84 83
19175
0neShot101
rbxdev-ls Claim
Luau language server and VS Code extension for Roblox, with strict type checkin…
A 88 33 96 N/A N/A 65 95
19176
austenstone
mcp-highcharts Claim
Enables AI agents to render interactive Highcharts visualizations directly with…
A 88 33 94 N/A N/A 70 95
19177
vk0dev
agent-cost-mcp Claim
Local-first Claude Code cost analyzer. Per-tool spend, daily trends, optimizati…
A 88 33 82 N/A N/A 87 95
19178
LukeLamb
Lets Claude query and manage a local Ollama server — list models, inspect them,…
A 88 33 100 N/A N/A 60 95
19179
tverney
mcp-agent-memory Claim 1
Persistent agent memory via filesystem-native consolidation daemon. Agents read…
A 88 33 90 N/A N/A 74 95
19180
toonight
Mnemoscope Claim
Predictive context-rot scoring, Ed25519-signed agent-write journal, and working…
A 88 33 84 N/A N/A 85 95
19181
claudioemmanuel
squeez Claim
Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenC…
A 88 33 90 N/A N/A 75 95
19182
codependentai
MCP server providing persistent cognitive infrastructure including semantic mem…
A 88 33 96 64 95
19183
h5i-dev
h5i Claim
Next-Gen AI-Aware Git
A 88 33 86 N/A N/A 81 95
19184
bahdotsh
indxr Claim
A fast codebase indexer and knowledge wiki for AI agents.
A 88 33 90 N/A N/A 76 95
19185
cdeust
Cortex Claim
Persistent memory for Claude Code grounded in computational neuroscience (41 ci…
A 88 33 96 N/A N/A 67 95
19186
the-open-agent
openagent Claim
⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, su…
A 88 33 90 N/A N/A 77 95
19187
jamjet-labs
jamjet Claim
Durable, agent-native AI runtime with native MCP client + server and A2A suppor…
A 88 33 84 N/A N/A 85 95
19188
ondata
istat_mcp_server Claim 1
MCP server to query Italian statistics (ISTAT) via SDMX API — compatible with a…
A 88 33 100 N/A N/A 57 95
19189
VrtxOmega
omega-brain-mcp Claim 1
Omega Brain MCP Server. Hardened AI execution pipeline prioritizing NAEF logic …
A 88 33 90 N/A N/A 74 95
19190
aadeshrao123
Unreal-MCP Claim
Controls Unreal Engine 5 editor from AI coding assistants, enabling 280 command…
A 88 33 90 N/A N/A 74 95
19191
dejuknow
md-redline Claim
Inline review comments for markdown specs and design docs. Agents request human…
A 88 33 90 N/A N/A 77 95
19192
xiaojiou176-open
Local-first Apple Notes backup control room for macOS with a read-only MCP surf…
A 88 33 84 N/A N/A 87 95
19193
keshrath
agent-tasks Claim
Pipeline task management for AI agents - stages, dependencies, artifacts, claim…
A 88 33 94 N/A N/A 67 95
19194
iamtouchskyer
memex Claim
Zettelkasten-based agent memory system with bidirectional links
A 88 33 84 N/A N/A 84 95
19195
sarveshsea
m-moire Claim
A 88 33 90 N/A N/A 74 95
19196
daniil-shumko
cloudflare-dns-mcp Claim 1
A 88 33 96 N/A N/A 65 95
19197
AIWerk
OpenClaw MCP Client Plugin - bridges MCP servers into OpenClaw via registerTool
A 88 33 96 N/A N/A 66 95
19198
nicktcode
swissgroceries-mcp Claim 1
Swiss grocery search, weekly promotions, and multi-store shopping plans across …
A 88 33 84 85 95
19199
Lifecycle-Innovations-Limited
Telegram personal-account MCP (MTProto user-auth). Read DMs, send messages, sea…
A 88 33 94 N/A N/A 69 95
19200
catallo
misterclaw Claim
MiSTerClaw — MCP remote control for MiSTer-FPGA. Launch games, search ROMs, tak…
A 88 33 96 N/A N/A 66 95
Showing 19151–19200 of 48935 servers
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