MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54101
dossincargas
Enables natural language interaction with the Dossin database system, allowing …
— ○ ⏳ — N/A N/A — — —
54102
chris-trag
MCP server for integrating Common Room API with Amazon Q CLI and Claude Code, e…
— ○ ⏳ — — — — — —
54103
Rumblingb
Enables AI agents to create, sign, and enforce binding agreements with delivera…
— ○ ⏳ — N/A N/A — — —
54104
1clawAI
1Claw Vault Claim
HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and th…
— ○ ⏳ — N/A N/A — — —
54105
SBolivarLoL
Clover POS Claim
Clover POS for a single merchant: sales, inventory, orders, customers (reads + …
— ○ ⏳ — N/A N/A — — —
54106
jsconiers
Enables querying and analysis of US congressional stock-trade disclosures from …
— ○ ⏳ — — — — — —
54107
pipeworx-io
mcp-uuid Claim
Validates and generates UUIDs, including parsing version, variant, timestamps, …
— ○ ⏳ — — — — — —
54108
enkhbold470
MCP server that connects Cursor IDE to Inky backend, enabling users to list and…
— ○ ⏳ — N/A N/A — — —
54109
zql78
Enables LLMs to execute shell commands and perform file operations on a Linux s…
— ○ ⏳ — N/A N/A — — —
54110
ckgerteis
cinii-mcp Claim
Enables querying Japan's national academic database, CiNii Research, for articl…
— ○ ⏳ — — — — — —
54111
noxhsxrk
Enables AI assistants to explore, search, and read codebase repositories and AP…
— ○ ⏳ — N/A N/A — — —
54112
skot
mcp-ssh-tool Claim
A Model Context Protocol (MCP) SSH client server that provides autonomous SSH o…
— ○ ⏳ — N/A N/A — — —
54113
alikhande70
Connects Claude to a MetaTrader 5 terminal for read-only market data, account i…
— ○ ⏳ — N/A N/A — — —
54114
DevDario
Git-native MCP server for managing AI context across sessions. Enables LLMs to …
— ○ ⏳ — N/A N/A — — —
54115
lazymac2x
Cloudflare Workers MCP server: code-explainer
— ○ ⏳ — — — — — —
54116
mrobi27
CyberMCP Claim
Enables AI assistants to perform cybersecurity analysis including RDAP lookup, …
— ○ ⏳ — — — — — —
54117
yt010108
This MCP server helps users prepare for Korean public institution jobs by integ…
— ○ ⏳ — — — — — —
54118
elliot-evno
ddg--mcp6 Claim
A basic MCP server template with example tools for echoing messages and retriev…
— ○ ⏳ — N/A N/A — 95 —
54119
goperigon
Provide real-time access to comprehensive news data including articles, stories…
— ○ ⏳ — N/A N/A — 95 —
54120
cammac
IBANforge Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
— ○ ⏳ — — — — 81 —
54121
geraservicesuk
Privacy protection: scans, tracker detection, data broker opt-outs.
— ○ ⏳ — N/A N/A — 95 —
54122
bmdietrich
Provides cloud architecture analysis, recommendations, and artifacts (diagrams,…
— ○ ⏳ — N/A N/A — — —
54123
praveen-radakirouchenane
A CLI tool to scaffold and manage new MCP-compatible server projects with uv, i…
— ○ ⏳ — N/A N/A — — —
54124
automatikstudio
BrandSnap MCP Claim 1
An MCP server that generates comprehensive brand identity kits including color …
— ○ ⏳ — — — — 81 —
54125
Ali1041
leadloadz Claim
B2B lead search and email verification MCP server
— ○ ⏳ — N/A N/A — — —
54126
yb901104-wq
spine-mcp Claim
MCP server for reading, validating, and modifying Spine 4.1.24 JSON animation f…
— ○ ⏳ — N/A N/A — — —
54127
Followmyself
Enables AI assistants to control FEFLOW 7.5 groundwater simulation software thr…
— ○ ⏳ — N/A N/A — — —
54128
sebastianall1977
gmail-mcp4 Claim
— ○ ⏳ — N/A N/A — 95 —
54129
aris4u-dev
An MCP server providing per-client memory, governance, and five tools (ingest, …
— ○ ⏳ — N/A N/A — — —
54130
prdai
Enables carbon emission calculations for Australian electricity and gas consump…
— ○ ⏳ — — — — — —
54131
jlewitt1
Keshro MCP Claim
The intelligent execution layer for coding agents, exposed as an MCP server for…
— ○ ⏳ — N/A N/A — — —
54132
marcomc
This MCP server enables AI tools to interact with your Apple Photos library via…
— ○ ⏳ — N/A N/A — — —
54133
claracarspt
Enables AI assistants to search car inventory, estimate import taxes (ISV) and …
— ○ ⏳ — — — — — —
54134
ironfrancis
FastPospal Claim
FastPospal is a Python SDK and MCP server for the PosPal Web backend, enabling …
— ○ ⏳ — — — — — —
54135
mironovisa
DataMCP Claim
DataMCP turns your PostgreSQL into an MCP endpoint that Cursor, Claude Desktop,…
— ○ ⏳ — — — — 81 —
54136
ahamedfo
Enables AI models to access IBM FileNet Content Manager capabilities including …
— ○ ⏳ — — — — — —
54137
fedepellegrini
ACDP reference MCP server for promo-code resolution and checkout feedback.
— ○ ⏳ — N/A N/A — — —
54138
runapi-ai
runway-mcp Claim
Enables creating and managing Runway video generation tasks (text-to-video, vid…
— ○ ⏳ — — — — — —
54139
Search Argentine legal databases: court decisions, legislation, summaries, doct…
— ○ — N/A N/A — 81 —
54140
busportals
Portals MCP Claim
Enables Claude to design and build interactive 3D games within the Portals virt…
— ○ ⏳ — — — — 81 —
54141
miloudbelarebia
MCPSentry Claim
The MCP bridge that audits your routes before exposing them to LLMs and blocks …
— ○ ⏳ — — — — — —
54142
titaniumtushar
Enables structured HTTP request creation and local file ingestion for LLM integ…
— ○ ⏳ — N/A N/A — — —
54143
axel-belfort
Whale transaction monitoring API for AI agents. Track large on-chain transfers:…
— ○ ⏳ — — — — 81 —
54144
Yangleduo00337788
Provides code review and guideline loading based on Andrej Karpathy's coding pr…
— ○ ⏳ — — — — — —
54145
diodechain
Enables interaction with ExoSense IoT devices, sensors, groups, and assets via …
— ○ ⏳ — N/A N/A — — —
54146
erniomaldo
nc-forms-mcp Claim
MCP server for the Nextcloud Forms API v3 that enables secure creation, update,…
— ○ ⏳ — — — — — —
54147
jaccoklouwer
AST-Indexer is a Model Context Protocol (MCP) server for indexing Git repositor…
— ○ ⏳ — N/A N/A — — —
54148
AutomateLab-tech
Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, Linke…
— ○ ⏳ — N/A N/A — — —
54149
elkimek
openclaw-mcp Claim
Enables Claude Code to communicate with an OpenClaw bot via Matrix, allowing yo…
— ○ ⏳ — — — — — —
54150
fkiene
llmtrim Claim
MCP server and local proxy that compresses LLM prompts, tool output, and replie…
— ○ ⏳ — N/A N/A — — —
Showing 54101–54150 of 69153 servers