MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56251
HumanLineage
wt Claim
Human Lineage MCP server — search and query the public genealogical graph of al…
56252
Curious-Layer
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
81
56253
Aimiten
hilma-mcp Claim
MCP server for Finnish public procurement notices (Hilma). Built by Aimiten.
N/A N/A
56254
FuzzingLabs
SecPipe Claim
Enables AI agents to orchestrate security research workflows by connecting to c…
N/A N/A
56255
decksaga
SilentFail Claim
Diagnose MCP servers — health checks, tool testing, token cost audits, conflict…
N/A N/A
56256
XavierFabregat
spotify-mcp Claim
Conversational Spotify control from AI clients: play, queue, devices, playlists…
N/A N/A
56257
hovav698
Enables AI assistants to create and query multi-dimensional vector indexes from…
N/A N/A
56258
agentphone
AgentPhone Claim
Give AI agents phone numbers with messaging and voice calling capabilities.
81
56259
googoles
Read-only MCP server for finding, comparing, and shortlisting engineering parts…
56260
CodeMonk6
Enables users to run Slurm jobs on WashU RIS Compute2 cluster by describing the…
N/A N/A
56261
mokhalifa83
Phantom MCP Claim
Enables authorized compliance verification and security auditing through natura…
N/A N/A
56262
XiLeForCLY
A development guide and reference implementation for building a custom Baidu Ne…
56263
davevwatkins
MA local gov meetings, transcripts, articles, bylaws, calendars for 351 towns.
56264
manoharanRajesh
python-version Claim 1
An MCP server that provides [describe what your server does]
N/A N/A 83
56265
JoeCardoso13
An MCP server that provides access to the Google Calendar API, allowing AI assi…
N/A N/A
56266
DangerBlack
Generates and evolves fantasy worlds procedurally, simulating centuries of hist…
N/A N/A
56267
difeorte
Auto-generates MCP tools for all Amazon DataZone API operations, enabling natur…
56268
Monishkumarvr
Local memory search for Codex and Claude Code conversations. It keeps history o…
N/A N/A
56269
neelavalareddy
Enables Claude to search and install skills from a database of ~200k scraped Cl…
N/A N/A
56270
NimbleBrainInc
Enables news search and headline retrieval using NewsAPI. Supports getting top …
56271
Mnexa-AI
Authenticated email gateway for AI agents — per-agent inboxes, HITL approval, S…
56272
Yveshby27
Read-only BACnet/IP MCP gateway with Brick + Haystack semantic tagging at ingest
N/A N/A
56273
TOMJARA
mcp-tool-hub Claim
A modular, extensible MCP multi-server hub that gives LLMs sandboxed file acces…
N/A N/A
56274
TCATools
Enables starting code analysis and obtaining code analysis reports via the MCP …
81
56275
getgapup
gapup-mcp Claim
271 agent-payable tools: competitive intel, finance, KYC, compliance, ESG. x402…
56276
pipeworx-io
mcp-inegi Claim
Provides access to Mexico's INEGI (national statistics office) indicators API, …
56277
Dswane
Self-learning operational context layer for AI sports agents. Profile 001: golf.
N/A N/A
56278
ModelPiper
toolpiper Claim
300+ on-device MCP tools for macOS — local AI, voice, vision, browser automatio…
N/A N/A
56279
ekuznetski
Token-efficient browser automation MCP server using Playwright, with getOutline…
N/A N/A
56280
UmutKDev
mal-mcp Claim
Exposes a user's MyAnimeList data (watch list, scores, statistics) as MCP tools…
56281
0xbohu
Enables AI agents to interact with MNEE stablecoin on Bitcoin SV, including che…
81
56282
usebarekey
Memory Store Claim
A Rust MCP stdio server for durable project-local AI notes, enabling agents to …
N/A N/A 95
56283
chrischall
Tempo time-tracking for Claude — worklogs, plans, and timesheet approvals
N/A N/A
56284
Lone-Star-AI
Provides Claude Desktop with persistent memory across sessions, storing up to 1…
N/A N/A 95
56285
junter1989k-ai
United Kingdom payments for AI agents — Stripe checkout via Stripe. Never holds…
56286
lordolami
poldex Claim
MCP server exposing PolDex commercial insurance extraction tools to AI agents.
N/A N/A
56287
WhileTrueBlackObelizk
Local-first memory, pipelines, learning, feedback, and safe code tools for AI c…
N/A N/A 95
56288
adarsh-devappsys
devctl-mcp Claim
An MCP server that lets Claude manage long-running development processes across…
N/A N/A
56289
mironovisa
DataMCP Claim
DataMCP turns your PostgreSQL into an MCP endpoint that Cursor, Claude Desktop,…
81
56290
avclabs
media-mcp Claim
MCP Server for video enhancement and image segmentation (SAM3)
N/A N/A
56291
ConnorBritain
Read-only Model Context Protocol server for Microsoft SQL Server, enabling safe…
56292
Hustawek
An MCP server that lets AI agents control Android TVs via ADB, including search…
56293
ranahaani
gnews-agent Claim
A persistent news intelligence MCP server that enables AI agents to fetch, stor…
56294
bdentech
ChiefLab Claim
Open execution contract for agents doing business work. 6 operators, one MIT-li…
56295
perfectra1n
Enables LLMs to search Flux HelmReleases and Argo Applications from kubesearch.…
56296
solsentry
Provides post-deploy Solana threat intelligence, enabling AI agents to check op…
56297
brehon-privacy
Provides AI assistants with real-time, structured access to 32 privacy and AI g…
56298
ergut
The first remote MCP server that enables Claude AI to extract transcripts from …
56299
pipeworx-io
Enables searching and querying Lorain County, Ohio open geospatial datasets inc…
56300
Jira-MCP
A Model Context Protocol (MCP) server for interacting with Atlassian Jira. Conn…
N/A N/A 95
Showing 56251–56300 of 67286 servers