MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 4 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56251 |
wt
Claim
Human Lineage MCP server — search and query the public genealogical graph of al…
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| 56252 |
CL Razorpay MCP Server
Claim
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
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| 56253 |
hilma-mcp
Claim
MCP server for Finnish public procurement notices (Hilma). Built by Aimiten.
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| 56254 |
SecPipe
Claim
Enables AI agents to orchestrate security research workflows by connecting to c…
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| 56255 |
SilentFail
Claim
Diagnose MCP servers — health checks, tool testing, token cost audits, conflict…
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| 56256 |
spotify-mcp
Claim
Conversational Spotify control from AI clients: play, queue, devices, playlists…
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| 56257 |
Superlinked MCP Server
Claim
Enables AI assistants to create and query multi-dimensional vector indexes from…
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| 56258 |
AgentPhone
Claim
Give AI agents phone numbers with messaging and voice calling capabilities.
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| 56259 |
Parts Finder MCP
Claim
Read-only MCP server for finding, comparing, and shortlisting engineering parts…
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| 56260 |
RISBridge MCP
Claim
Enables users to run Slurm jobs on WashU RIS Compute2 cluster by describing the…
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| 56261 |
Phantom MCP
Claim
Enables authorized compliance verification and security auditing through natura…
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| 56262 |
baidu-pan-mcp-server
Claim
A development guide and reference implementation for building a custom Baidu Ne…
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| 56263 |
MA local gov meetings, transcripts, articles, bylaws, calendars for 351 towns.
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| 56264 |
An MCP server that provides [describe what your server does]
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| 56265 |
An MCP server that provides access to the Google Calendar API, allowing AI assi…
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| 56266 |
Generates and evolves fantasy worlds procedurally, simulating centuries of hist…
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| 56267 |
Auto-generates MCP tools for all Amazon DataZone API operations, enabling natur…
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| 56268 |
agent-history-mcp
Claim
Local memory search for Codex and Claude Code conversations. It keeps history o…
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| 56269 |
auto-skill-connector
Claim
Enables Claude to search and install skills from a database of ~200k scraped Cl…
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| 56270 |
NewsAPI MCP Server
Claim
Enables news search and headline retrieval using NewsAPI. Supports getting top …
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| 56271 |
Authenticated email gateway for AI agents — per-agent inboxes, HITL approval, S…
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| 56272 |
brick-bacnet-mcp
Claim
Read-only BACnet/IP MCP gateway with Brick + Haystack semantic tagging at ingest
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| 56273 |
mcp-tool-hub
Claim
A modular, extensible MCP multi-server hub that gives LLMs sandboxed file acces…
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| 56274 |
tca-mcp-server
Claim
Enables starting code analysis and obtaining code analysis reports via the MCP …
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| 56275 |
gapup-mcp
Claim
271 agent-payable tools: competitive intel, finance, KYC, compliance, ESG. x402…
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| 56276 |
mcp-inegi
Claim
Provides access to Mexico's INEGI (national statistics office) indicators API, …
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| 56277 |
Sports Context Protocol
Claim
Self-learning operational context layer for AI sports agents. Profile 001: golf.
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| 56278 |
toolpiper
Claim
300+ on-device MCP tools for macOS — local AI, voice, vision, browser automatio…
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| 56279 |
Better Playwright MCP
Claim
Token-efficient browser automation MCP server using Playwright, with getOutline…
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| 56280 |
mal-mcp
Claim
Exposes a user's MyAnimeList data (watch list, scores, statistics) as MCP tools…
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| 56281 |
MNEE MCP Server
Claim
Enables AI agents to interact with MNEE stablecoin on Bitcoin SV, including che…
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| 56282 |
Memory Store
Claim
A Rust MCP stdio server for durable project-local AI notes, enabling agents to …
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| 56283 |
tempo-api-mcp
Claim
Tempo time-tracking for Claude — worklogs, plans, and timesheet approvals
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| 56284 |
Provides Claude Desktop with persistent memory across sessions, storing up to 1…
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| 56285 |
United Kingdom payments for AI agents — Stripe checkout via Stripe. Never holds…
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| 56286 |
poldex
Claim
MCP server exposing PolDex commercial insurance extraction tools to AI agents.
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| 56287 |
Shared Workspace MCP
Claim
Local-first memory, pipelines, learning, feedback, and safe code tools for AI c…
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| 56288 |
devctl-mcp
Claim
An MCP server that lets Claude manage long-running development processes across…
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| 56289 |
DataMCP
Claim
DataMCP turns your PostgreSQL into an MCP endpoint that Cursor, Claude Desktop,…
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| 56290 |
media-mcp
Claim
MCP Server for video enhancement and image segmentation (SAM3)
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| 56291 |
MSSQL MCP Reader
Claim
Read-only Model Context Protocol server for Microsoft SQL Server, enabling safe…
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| 56292 |
remote-control-tv
Claim
An MCP server that lets AI agents control Android TVs via ADB, including search…
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| 56293 |
gnews-agent
Claim
A persistent news intelligence MCP server that enables AI agents to fetch, stor…
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| 56294 |
ChiefLab
Claim
Open execution contract for agents doing business work. 6 operators, one MIT-li…
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| 56295 |
kubesearch-mcp
Claim
Enables LLMs to search Flux HelmReleases and Argo Applications from kubesearch.…
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| 56296 |
SolSentry MCP
Claim
Provides post-deploy Solana threat intelligence, enabling AI agents to check op…
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| 56297 |
brehon-mcp-server
Claim
Provides AI assistants with real-time, structured access to 32 privacy and AI g…
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| 56298 |
youtube-transcript-mcp
Claim
The first remote MCP server that enables Claude AI to extract transcripts from …
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| 56299 |
mcp-arcgis-lorain
Claim
Enables searching and querying Lorain County, Ohio open geospatial datasets inc…
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| 56300 |
Jira-Next-Gen
Claim
A Model Context Protocol (MCP) server for interacting with Atlassian Jira. Conn…
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