MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35201
pawanpanpan
server Claim
N/A N/A 95
35202
ufo2243
nba-mcp Claim
MCP server for NBA live data and stats, providing read-only tools to query live…
35203
CoraCote
Enables natural language access to Google Ads campaigns, accounts, and performa…
N/A N/A
35204
trussler-leveragepointdata
MCP server for querying procurement and inventory documents (invoices, purchase…
N/A N/A
35205
cognis-digital
aicard Claim
Enables AI agents to auto-generate NIST AI RMF and EU AI Act Annex IV compliant…
N/A N/A
35206
lpsDevelopers
LPS MCP Claim
A minimal server that provides Claude AI with secure file system access and seq…
N/A N/A 95
35207
silentnw
Website audit tool for small businesses. Built in the Pacific Northwest, servin…
81
35208
Kevinx702
agentcite Claim
Fabrication-free, DOI-backed citations for AI agents — real openAlex sources, n…
N/A N/A
35209
middlebrick
Scan any API for OWASP Top 10 vulnerabilities and get a security risk score. Co…
81
35210
junnaisystems
Enables AI assistants to interact with Zoho CRM data through secure OAuth authe…
N/A N/A
35211
temurkhan13
Token-cost telemetry for OpenClaw, queryable from Claude or any MCP-aware agent…
N/A N/A
35212
cyanheads
Find air-quality stations and read pollutant observations from government monit…
35213
Rongxuan-Zhou
Exposes MuJoCo physics simulation to AI assistants via 65 MCP tools, enabling n…
35214
pipeworx-io
data-odre Claim
Provides tools to search, inspect, and query energy open data from ODRE (electr…
35215
noticedso
@noticed/cli Claim
CLI and stdio MCP server for noticed. Exposes ~50 noticed agent capabilities (n…
35216
stablebaseline
End-to-end agent-managed company brain. Humans and any MCP agent co-author livi…
35217
jurislm
MCP server providing 19 tools to manage AI agent checkpoints and sessions via t…
N/A N/A
35218
dinglebear-ai
Soma Claim
RMCP runtime for provider-backed agents with CLI, REST, HTTP MCP, plugins, and …
N/A N/A
35219
dominion525
familiar-mcp Claim
MCP server that drives the user's real signed-in Chrome on macOS via AppleScrip…
N/A N/A
35220
elphamale
ScribblesLM Claim
A self-hosted, notebook-scoped RAG pipeline with contextual retrieval, delivere…
N/A N/A
35221
OriginTrail
Connects MCP-compatible agents with the OriginTrail Decentralized Knowledge Gra…
35222
fabienbutz
A Model Context Protocol (MCP) server that provides tools for interacting with …
N/A N/A
35223
junter1989k-ai
Nigeria payments for AI agents — bank transfer / USSD via Paystack. Never holds…
35224
roger
roger Claim
N/A N/A 95
35225
fdcommercial
UK property finance calculators: bridging cost (rolled-up / retained / serviced…
35226
Tapojit
A read-only Model Context Protocol server that connects your Schwab brokerage a…
N/A N/A
35227
andichen0420
Analyzes and compares product reputation using data from Reddit, Hacker News, a…
N/A N/A
35228
cletcher
chaprola Claim
Serverless API backend: query, JOIN, pivot, batch ops, email, FHIR, programs vi…
N/A N/A 83
35229
alcastaro
MCP server for datos.gob.do — Dominican Republic open government data (CKAN 2.1…
N/A N/A
35230
mrbuslov
AI Capcut MCP server for automated "talking head" video processing. Removes pau…
N/A N/A
35231
deckbase
MCP server for Deckbase - exposes docs, template blocks, and project context
N/A N/A 95
35232
finna.aleksandrovna
testap123 Claim
N/A N/A 95
35233
getzikra
zikra Claim
Persistent memory MCP server for Claude Code — self-hosted, n8n + PostgreSQL + …
81
35234
xiaobenyang-com
Extract and analyze images from files, links, and embedded images to understand…
N/A N/A 95
35235
kvas-it
mcp-ltm Claim
Provides persistent long-term memory for AI assistants with tag-based retrieval…
N/A N/A
35236
dmclain
uv-mcp Claim
Enables LLMs to manage Python environments and dependencies via uv, supporting …
N/A N/A
35237
AccelByte
An MCP server that gives AI assistants tools to generate AccelByte AGS uGUI pre…
N/A N/A
35238
KurtIceberg
MCP server for the OffByOne website factory, enabling agents to generate, valid…
N/A N/A
35239
sidprax
HA-Synapse Claim
Connects LLM coding agents to Home Assistant instances, enabling configuration …
N/A N/A
35240
ygtalp
rawthink Claim
Persistent memory for Claude Code — hybrid search, knowledge graph, session lif…
N/A N/A
35241
monirul8888
AI-powered Teacher Assistance MCP Server for managing student records with Post…
N/A N/A
35242
Converly-Conversion-Tracking
converly Claim
Set up and manage conversion tracking by chatting with your AI assistant.
35243
easydocforms
EasyDocForms Claim
Healthcare intake for agents: import blank PDFs, create patient fill links, fet…
N/A N/A
35244
fcfrasca
A decentralized 32×32 pixel-war execution grid for autonomous AI agents on Base…
81
35245
nikan
elorus-mcp Claim
MCP server for the Elorus invoicing and accounting platform, enabling AI assist…
35246
rudedoggg
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to a…
81
35247
choudhary-github
Test prompts by instantly reflecting your message back. Validate formatting and…
N/A N/A 95
35248
SVGator
mcp Claim
Browse, create, edit, and export SVGator animated SVG projects via your SVGator…
35249
dwin-gharibi
MCP server wrapping Roshan AI's Fahm Persian language service, enabling chat, t…
35250
fastmcp-me
mcp-pinecone Claim
Enables reading and writing to a Pinecone vector index, including semantic sear…
Showing 35201–35250 of 66549 servers
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