MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

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2112
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Grade Distribution

Score Distribution

Newly Added

Free Official Data Samples, Provenance, Aggregations & Insights F Atlas Red mind maps F Untangle F AgentNative: Public Data, Government Datasets, Federal Statistics & Official Records F PumpX F

Biggest Gainers

StockLens +58 Epovest +46 Fintel Discovery — Financial Intelligence for AI Agents +46

Biggest Drops

PuroAir -60 solidus -60 token-intel -55
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60851
iamakash-06
Enables AI agents to monitor web documentation for changes, perform semantic se…
 — ○ ⏳ — N/A N/A — — —
60852
italoag
Enables smart contract security auditing using Slither, Aderyn, and custom patt…
 — ○ ⏳ — N/A N/A — — —
60853
KodzghlyCZ
mcp-hooker Claim
Configurable MCP server that converts any OpenAPI specification into MCP tools …
 — ○ ⏳ — — — — — —
60854
rubaiyatemon
A Model Context Protocol server that lets any AI assistant query the full text …
 — ○ ⏳ — — — — — —
60855
spron-in
mcp-everest Claim
An unofficial MCP server for Percona Everest that enables AI-powered interactio…
 — ○ ⏳ — — — — 81 —
60856
fastmcp-me
Enables interaction with Chronulus AI forecasting and prediction agents through…
 — ○ ⏳ — — — — — —
60857
rockyale
zerion-mcp Claim
MCP server that provides live crypto portfolio data, token info, gas prices, sw…
 — ○ ⏳ — N/A N/A — — —
60858
chaworld
A portable MCP server enabling AI assistants to operate VS Code, including file…
 — ○ ⏳ — N/A N/A — — —
60859
roomi-fields
Develop Electra One MK2/Mini widgets and presets from Claude Code.
 — ○ ⏳ — N/A N/A — — —
60860
muvon
Octofs Claim 1
Standalone MCP filesystem tools server — view, edit, shell, workdir.
 — ○ ⏳ — N/A N/A — 81 —
60861
Marysbrain
x402 analytics feed + 20+ pay-per-call agent tools over x402 (data, LLM, risk),…
 — ○ ⏳ — N/A N/A — — —
60862
krystalmonolith
SkippyMCP Claim
An MCP server for controlling Rigol oscilloscopes from an AI assistant. It tran…
 — ○ ⏳ — — — — — —
60863
vulq-cmd
devflow-mcp Claim
A read-only MCP server that securely serves Jira (Server/Data Center) data to C…
 — ○ ⏳ — N/A N/A — — —
60864
PublicDotCom
This MCP server connects AI assistants to a Public.com brokerage account, enabl…
 — ○ ⏳ — — — — — —
60865
yrvelez
A Model Context Protocol server that provides comprehensive control over the Qu…
 — ○ ⏳ — N/A N/A — — —
60866
tools-for-agents
cortex Claim
Provides a durable, Obsidian-compatible knowledge base for agents using markdow…
 — ○ ⏳ — N/A N/A — — —
60867
cunzai97
A lightweight vector-based memory system for AI agents with tools to store, sem…
 — ○ ⏳ — — — — — —
60868
foundryside-dev
warpline Claim
Temporal/change-impact authority that tracks per-entity change history and down…
 — ○ ⏳ — N/A N/A — — —
60869
dbuxton
Enables AI agents to edit Google Docs via text anchors rather than character in…
 — ○ ⏳ — N/A N/A — — —
60870
ck0i
hashline-mcp Claim
An MCP server for precise, hash-referenced file editing that enables atomic edi…
 — ○ ⏳ — N/A N/A — — —
60871
intsig-textin
docflow-mcp Claim
Enables LLM agents to classify documents, extract fields, tables, and stamps, a…
 — ○ ⏳ — — — — — —
60872
yet-market
Enables AI assistants to query semantic data via SPARQL endpoints, with support…
 — ○ ⏳ — — — — — —
60873
bill-950207
gwanggo-mcp Claim
Enables AI agents to generate images and videos using 30+ models (Seedream, Sor…
 — ○ ⏳ — — — — — —
60874
sh1rokovs
timetta-mcp Claim
MCP server that exposes the Timetta OData API as a universal query gateway, all…
 — ○ ⏳ — — — — — —
60875
HYPD-AI
Read-only MCP server for the OpenAI Ads API: campaigns, ad groups, ads, and ins…
 — ○ ⏳ — N/A N/A — — —
60876
mattymil
Provides a unified MCP interface to search and read content from multiple Craft…
 — ○ ⏳ — — — — — —
60877
ianphil
PromptBin Claim
Enables AI assistants to manage, store, and retrieve prompts through the Model …
 — ○ ⏳ — N/A N/A — — —
60878
lubosstrejcek
victron-tcp Claim
Connect AI assistants to Victron Energy systems to read real-time solar, batter…
 — ○ ⏳ — N/A N/A — — —
60879
eduard256
Exposes OpenAI's gpt-image-2 and gpt-image-1.5 to Claude Code as a single tool …
 — ○ ⏳ — N/A N/A — — —
60880
fabioff30
Provides AI models with direct access to official IBGE Censo 2022 and PIB data …
 — ○ ⏳ — N/A N/A — — —
60881
yanhuifair
Godot MCP Claim
Model Context Protocol server for Godot Engine providing 279 tools across 26 ca…
 — ○ ⏳ — N/A N/A — — —
60882
coolexer
MCP server for managing Nokia SR OS devices via gNMI (gRPC) from Claude Desktop.
 — ○ ⏳ — N/A N/A — — —
60883
jorgecensi
Enables Obsidian users to interact with various APIs through natural language b…
 — ○ ⏳ — N/A N/A — — —
60884
ncukondo
MCP server for searching PubMed scientific articles using NCBI E-utilities API.…
 — ○ ⏳ — — — — — —
60885
asksurf-ai
Enables access to 86 crypto data endpoints from the Surf API, including market …
 — ○ ⏳ — N/A N/A — — —
60886
innago-property-management
Ratatoskr Claim
No-code MCP server that converts any API spec (OpenAPI, GraphQL, etc.) into MCP…
 — ○ ⏳ — — — — — —
60887
mintverdict Claim 1
Solana token risk verdicts, rug checks & outcome labels for AI agents. Pay-per-…
 — ○ — N/A N/A — 61 —
60888
pipeworx-io
Gleif Claim
GLEIF MCP — Global Legal Entity Identifier Foundation (free, no auth)
 — ○ ⏳ — — — — — —
60889
govindkavaturi
Dock Claim
The AI workspace for you, your team, and every agent you run. Dock is a shared…
 — ○ ⏳ — N/A N/A — 95 —
60890
huylq98
Connects Claude Desktop to self-hosted enterprise tools such as Confluence, Jir…
 — ○ ⏳ — N/A N/A — — —
60891
jaikishpai
A production-grade Node.js MCP server for Oracle Database with HTTP transport, …
 — ○ ⏳ — — — — — —
60892
AllianceGS-Development
Enables Claude to interact with the Centrex CRM & LOS API, providing direct acc…
 — ○ ⏳ — N/A N/A — — —
60893
cmungall
noctua Claim
— ○ ⏳ — N/A N/A — 95 —
60894
rofe
mcp-gdrive Claim
Enables listing, searching, reading, writing, creating, and uploading files on …
 — ○ ⏳ — N/A N/A — — —
60895
Tensorboyalive
Recalla Claim
Enables AI agents to read and search your Obsidian vault through a local MCP se…
 — ○ ⏳ — N/A N/A — — —
60896
remember-md
Enables semantic search and retrieval from your local markdown brain (Remember.…
 — ○ ⏳ — N/A N/A — — —
60897
sandeep-alluru
RuleGraph Claim
Rule-based arbitration for conflicting AI tool suggestions — resolves disagreem…
 — ○ ⏳ — N/A N/A — — —
60898
skeeminator
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
 — ○ ⏳ — N/A N/A — — —
60899
ketema
tmux-shell Claim
Enables AI agents to read tmux pane content on-demand, providing context-aware …
 — ○ ⏳ — N/A N/A — — —
60900
reka-ai
Enables AI agents to upload, index, search, and analyze videos through the Reka…
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Showing 60851–60900 of 66475 servers
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