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MCP servers tagged verification

154 live MCP servers tagged "verification", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with verification.

154
live servers
36
avg trust
350
most stars
1

Ddddocr

86maid

ddddocr rust 版本,ocr_api_server rust 版本,二进制版本,验证码识别,不依赖 opencv 库,跨平台运行,AI MCP 支持,a simple OCR API server, very easy to deploy。

★ 350updated 5 months ago
66
2

Heimdall

delta0-inc

Open Source Observability Platform for MCP Servers & Apps

★ 29updated 8 months agoMIT
64
3

Reverify

Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Re…

59
4

co-browser/attestable-mcp-server

kontext-security

Verify that any MCP server is running the intended and untampered code via hardware attestation.

★ 22updated 5 months ago
54
5

AegisTrace

pierce-boggan

Verifiable execution for durable AI agents: policy-bound workflow compiler, hash-chained journal, offline replay, and Merkle + Ed25519 proofs. Go.

★ 188updated 5 days agoMIT
52
6

Opencode Plusplus

OpenCode++:面向 OpenCode 的 AI 编程可靠性增强框架,为其增加上下文管理、编辑边界、命令证据、验证门禁、影响分析与修复闭环能力。OpenCode++: a Coding Agent Reliability Harness for OpenCode, adding context, edit boundaries, command ev…

52
7

RobloxForge Intelligence

AallamR

RobloxForge Docs 2026: Official MCP Vertical Slice Verification Layer for Studio

★ 70
44
8

Agent Inbox

gsd-build

Give any AI agent a disposable email inbox in one tool call. MCP server for email verification, auth flows, and testing.

★ 62updated 6 months agoMIT
44
9

AI Driven Development

A quality methodology for AI-assisted software development. Six layers, adopted incrementally.

★ 1
44
10

Xenon

🚀 Xenon — Agent Harness for AI coding agents. 证据导向架构 + 7种推理范式 + 执行隔离边界 + SWE-bench 40% 通过率(+6.7pp)。可信、可验证、可评测的 AI Agent 运行时。

44
11

Tenet

TypeScript AI agent framework with multi-judge hallucination verifier + Vectara HHEM-2.1, pre-tool-call governance/approval/audit, WASM-sandboxed tools, MCP OAuth gateway. 10 surf…

44
12

Jev Judge MCP

PyModel

Typed judgment tools for MCP agents. TypeSafe's Jev model as verify, screen, find, classify, rerank, decide, compare, extract, review, gate, and score: the model judges, policy de…

★ 29updated 10 days ago
39
13

Melra

XAGI-Lab

The open-source autonomy kernel MELRA — Modular Execution Layer for Reliable Autonomy. An agent-independent effect runtime for governed, durable, and verifiable autonomous executi…

★ 10
39
14

Attestable MCP

TLS](https://gramine.readthedocs.io/en/stable/attestation.html). This allows an MCP client to verify the server before connecting.

39
15

Gutenberg CLI

From any API surface to verified AI agent tools: Go CLI + MCP + skills + SQLite + policy + proofs.

39
16

Tools Factory

From any API surface to verified AI agent tools: Go CLI + MCP + skills + SQLite + policy + proofs.

39
17

Oh My Dag

The orchestration layer under your coding agent. Turns work into a typed graph, runs one model per node, and takes the verdict from outside the model — exit codes, write-set check…

39
18

Tardygrada

A verified runtime for trustworthy AI agents: every claim passes an 8-layer verification pipeline before it counts. Deterministic checks, explainable verdicts, no LLM judging an L…

39
19

Cladding

For an organization to trust AI with its code, three things must hold — trust, traceability, and stability at scale. cladding wraps your AI coding agent: your intent goes in befor…

39
20

Red Team Blue Team Agent Fabric

AI agent security harness, adversarial testing: 611 executable tests in the v4.20.0 release, across MCP, A2A, x402/L402, decision governance, benchmark integrity, human-in-the-loo…

39
21

AegisTrace

AegisTrace - verifiable execution for durable AI agents. Compile policy-bound workflows, record every effect, replay without the network, and prove individual events.

39
22

Treeship

Portable trust receipts for agent workflows. Signed, chained, verifiable.

39
23

SchemaPin

The SchemaPin protocol for cryptographically signing and verifying AI agent tool schemas to prevent supply-chain attacks.

39
24

Claimchain

Verify that an AI agent's on-chain claims are actually true. A claim-level groundedness checker for Solana / memecoin agents.

39
25

MCP

mainahq

Maina MCP server — Model Context Protocol bridge for AI host agents

★ 3updated 5 days ago
37
26

Tether Name MCP Server

MCP server for tether.name - AI agent identity verification

37
27

Parity Studio

MCP server for Parity Studio. Lets coding agents capture existing app routes, decompose them into ui_kit/ bundles, and import them for iteration.

37
28

Prism Verify

prism-verify — runtime LLM verifier (family-different, reasoning-stripped, multi-lens, signed Ed25519 receipts). Zero-prerequisite npx install via a verified binary launcher.

37
29

Rivet

Rivet — SDLC traceability, validation, and MCP server for safety-critical systems (ISO 26262, DO-178C, ASPICE, STPA)

37
30

Dod Guard

Anti-cheat Definition of Done verification with locked proofs. Claude Code plugin with MCP server and /interview skill.

37
31

Exnos

Live browser-state verification for AI coding agents. One MCP call, milliseconds, truth. Free, by GOL Productions.

37
32

Notdone

Model Context Protocol server for NotDone

37
33

Verigent MCP Server

MCP server for Verigent — AI agent verification & counterparty due diligence. Check who you're transacting with, carry your own VG credential, flag bad actors.

updated 17 days ago
37
34

Telesign

mdp18

MCP server for TeleSign APIs - phone verification, intelligence, and messaging

37
35

Server

Verigent-AI

MCP server for Verigent — AI agent verification & counterparty due diligence. Check who you're transacting with, carry your own VG credential, flag bad actors.

updated 17 days ago
37
36

MCP

fdkey

FDKEY verification middleware for MCP servers — gate AI-agent access behind LLM-only puzzles. Runs on Node 18+, Cloudflare Workers, Bun, and Deno.

updated 5 months ago
37
37

Daksh-create349/Contradiction-MCP

Daksh-create349

mcp`

★ 5updated 10 days ago
34
38

Heimdall

randomittin

Verification gates for AI coding agents — nothing ships unproven. Falsifiable oracle gates, team wall, receipts. Works with Claude Code today; Cursor, Codex, Gemini CLI & every gi…

★ 5updated 5 days ago
34
39

Uum8dSolarResearch

gaiaftcl-sudo

Deterministic no-float Math Court MCP clients for agent builders. Bind affine.earth. Integers sealed. Floats refused. Server is not in this git.

★ 2
34
40

Gozzle

lureilly1

ClickHouse verification CLI & MCP

★ 2
34
41

MissionControl

jaydubya818

Control plane for human-directed, agent-executed software delivery—with governed execution, verification, evidence, and human-approved pull requests.

★ 2
34
42

HOLDLINE

Elioz404

Ask many places one question by phone through CALL-E, and get back only the answers the call actually established. A value returned for a question the agent never asked comes back…

★ 2
34
43

Uatp

KayronCalloway

Signed receipts for AI-agent actions. Verifiable memory without trusting the runtime.

★ 2updated 6 months ago
34
44

Accountable Surface

HarperZ9

Gate AI-agent actions with explicit grants, durable journals, MCP server support, and verification.

★ 2updated a month ago
34
45

Nobulex Registry

arian-gogani

Python prototype for financial decision integrity: evidence checks, deterministic PERMIT/BLOCK/ESCALATE decisions, and signed receipts. Includes offline failure examples. Not a pr…

★ 2updated 6 days ago
34
46

Soma Governance

nseney1

Autonomous Agent Architectural Steering Engine. Prevents architectural drift, circular rework loops, and breaking edits when running headless AI coding agents (Claude Code, Antigr…

★ 2updated 8 days ago
34
47

Groundcheck MCP

aghasalim

MCP connector that verifies a claim's grounding against reality (quotes, citations, code, repos, math) with no LLM in the verification path. Works in Claude and Gemini.

★ 2updated 20 days ago
34
48

Cadence

thomas-powers-jr

Verification layer for AI-assisted development. Agents don't get to self-certify — settle gates re-check declared acceptance criteria and refuse until the evidence holds. CLI · Cl…

★ 2updated yesterday
34
49

Sentinel

vedantggwp

OSS safety runtime for sponsored recommendations in AI conversations; API/MCP verification, signed receipts, deterministic gates.

★ 2updated 2 months ago
34
50

Aegis Guardrails

nseney1

Deterministic governance and guardrails for autonomous AI coding agents. Features AST verification, evidence-based rule execution, and native MCP support for Antigravity and Claud…

★ 2updated 12 hours ago
34
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