MCP Server Quality Scores

Independent quality analysis of 64186 public MCP servers

64186
Discovered
30372
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62101
RonildoBraga
gmail-mcp Claim
Enables interacting with multiple Gmail accounts through a single MCP server, s…
N/A N/A
62102
pranrichh
Spectre Claim
Enables AI agents to fully automate X/Twitter interactions including searching,…
62103
shafarenkacfi
An MCP server that provides [describe what your server does]
N/A N/A
62104
zorak1103
blender-mcp Claim
Enables LLMs to control Blender for 3D scene creation, object manipulation, mat…
N/A N/A
62105
BlackhatShiftey
seam-runtime Claim
SEAM: local-first memory runtime for AI agents, with retrieval and glassbox pro…
N/A N/A
62106
EtienneBBeaulac
Memory MCP Claim
Gives AI coding agents persistent, evolving knowledge about a codebase, enablin…
N/A N/A
62107
juergenkoller-software
MCP bridge for [PDF Content Search](https://store.juergenkoller.software/en/app…
N/A N/A 95
62108
jxnxts
mcp-brasil Claim 1
An MCP server that connects AI agents to over 200 tools across 27 Brazilian pub…
81
62109
andesco
An MCP server that gives AI agents the ability to inspect, observe, and automat…
N/A N/A
62110
carlosmmatos
falcon-mcp Claim
Connects AI agents with the CrowdStrike Falcon platform to programmatically acc…
62111
pypi-ahmad
Provides read-only SQL analytics on local CSV, Parquet, and JSON datasets using…
62112
mov2day
QE-MCP Claim
A Python-based MCP server that enforces configurable Quality Assurance automati…
N/A N/A
62113
Jcorderop02
MCP server for Cisco Packet Tracer 9 — live IOS, OSPF, BGP, NAT, VLAN, VoIP, Qo…
N/A N/A
62114
ffpy
my-mcp-ssh Claim
An MCP server that enables large language models to connect to remote servers v…
N/A N/A
62115
docs Claim 1
Search how-to docs for Merchinary's Shopify Bulk Product Editor and Image Edito…
N/A N/A 81
62116
SheldonFat
flomo-mcp Claim
Enables creating, accessing, and summarizing text notes via URI resources and t…
N/A N/A
62117
Sushegaad
iso27001-mcp Claim
ISO 27001 compliance workspace for Claude. Risks, policies, SoA, evidence, and …
N/A N/A
62118
rikard2
lemonado-mcp Claim
N/A N/A 95
62119 N/A N/A 95
62120
Zimac-AI
mnema Claim
Local-first, formally verified memory for AI agents: consult/learn/related/list…
N/A N/A
62121
jmagar
UniFi RMCP Claim
Rust MCP server and CLI for UniFi Network controller operations.
N/A N/A
62122
FrankieSoltero
Read-only SQLite database explorer for MCP clients. Allows discovery of tables …
62123
Ami3466
Generate production-ready n8n workflows from plain language. Validate, test, a…
N/A N/A 95
62124
BE-DCE
bedc-mcp Claim
MCP server for Dual Canvas Execution (DCE) - use with Polsia, Cursor, Claude, a…
N/A N/A
62125
jmagar
Rust MCP server and CLI for Tailscale devices, users, keys, policies, and auth.
N/A N/A
62126
seekr-sh
Enables web search through Google and Wikipedia plus content extraction from an…
81
62127
attebury
Remogram Claim
SCM & forge boundary MCP: normalized, typed JSON from attributed Gitea, GitLab,…
N/A N/A
62128
M0Rf30
Build native Linux packages (.deb/.rpm/.apk/.pkg.tar.zst) from a single PKGBUIL…
N/A N/A
62129
srotzin
Reference integration with @kinthaiofficial OpenClaw 3-layer payment governance
62130
dougsureel-tech
radmail-mcp Claim
Email OS for agents - real-inbox search, triage, commitments, and a verifiable …
62131
hupeng9995
browser-mcp Claim
A powerful MCP server for UI designers and developers to extract, analyze, and …
N/A N/A
62132
boska
vox Claim
Native macOS MCP server for voice I/O — Swift binary, SFSpeechRecognizer + Elev…
N/A N/A
62133
axel-belfort
Language detection API for AI agents. Identify the language of any text using t…
N/A N/A 95
62134
Rule-tiered AST and sqlite-vec capability oracle for A-MEM agent workflows.
N/A N/A 81
62135
insidedcpulse-spec
Event-sourced world model for multi-LLM agents: propose, validate, and read a s…
62136
adminpb
Bridges your Nightscout CGM data with AI assistants via the Model Context Proto…
62137
uwek
An MCP server for storing and retrieving thoughts, notes, and ideas with semant…
N/A N/A
62138
SpartanLabsXyz
Simmer Claim
Trade prediction markets with AI agents — skill discovery, autoresearch, and ex…
N/A N/A
62139
warwickwood-cell
GenGEO Claim
Machine-readable merchant verification infrastructure for AI shopping agents an…
62140
AIops-tools
k8s AIops Claim
Governed Kubernetes ops — 51 MCP tools with audit, budget, undo, risk-tier guar…
N/A N/A
62141
helbertparanhos
The most complete Resend email MCP — full API coverage (75 tools) plus a unique…
62142
MHaggis
Enables querying and analysis of a unified database of security detection rules…
62143
Goran-Arsov
Fresh Jots Claim
Read and write your Fresh Jots notes from Claude, Cursor, and any MCP client.
62144
ivncmp
dbrain Claim
Provides persistent, structured memory for AI assistants across multiple client…
62145
friendlygeorge
MCP server for Sentry — error tracking, issues, releases, events, and projects …
N/A N/A
62146
LanceRoylo
mcp Claim
AEO scoring, llms.txt audit, and agent-readiness checks for AI agents.
N/A N/A
62147
fablerlabs
Fabler Relay Claim
Human-in-the-loop request queue for autonomous agents: file requests for a huma…
N/A N/A
62148
nguyennt02
An MCP server that lets Claude Code drive the Cocos Creator 3.8.x editor to bui…
N/A N/A
62149
universal-mcp
Provides a standardized interface for interacting with Retell's tools and servi…
62150
davidmosiah
Local-first MCP server that reads Apple Health export files (export.xml/zip) an…
N/A N/A
Showing 62101–62150 of 64186 servers